## Warning: package 'ggplot2' was built under R version 3.2.4
## 
## Call:
## lm(formula = OGover ~ OGzscores[, 2] + OGzscores[, 3] + OGzscores[, 
##     4] + OGzscores[, 5] + OGzscores[, 6] + OGzscores[, 7] + OGzscores[, 
##     8] + OGzscores[, 9] + OGzscores[, 10] + OGzscores[, 11] + 
##     OGzscores[, 12], data = OGzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.105788 -0.036122 -0.003419  0.042222  0.106954 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     -3.641e-16  4.492e-03   0.000 1.000000    
## OGzscores[, 2]   2.549e-02  6.850e-03   3.722 0.000288 ***
## OGzscores[, 3]   6.221e-02  6.748e-03   9.220 4.74e-16 ***
## OGzscores[, 4]   1.306e-01  5.148e-03  25.373  < 2e-16 ***
## OGzscores[, 5]   9.398e-02  6.362e-03  14.771  < 2e-16 ***
## OGzscores[, 6]   4.831e-01  5.878e-03  82.187  < 2e-16 ***
## OGzscores[, 7]   2.307e-01  5.574e-03  41.377  < 2e-16 ***
## OGzscores[, 8]   4.181e-01  5.258e-03  79.528  < 2e-16 ***
## OGzscores[, 9]   5.685e-03  4.915e-03   1.156 0.249492    
## OGzscores[, 10]  1.046e-02  5.752e-03   1.819 0.071146 .  
## OGzscores[, 11] -1.364e-03  5.437e-03  -0.251 0.802332    
## OGzscores[, 12]  1.283e-01  5.914e-03  21.685  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05483 on 137 degrees of freedom
## Multiple R-squared:  0.9972, Adjusted R-squared:  0.997 
## F-statistic:  4493 on 11 and 137 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OGover ~ OGReduced[, 2] + OGReduced[, 3] + OGReduced[, 
##     4] + OGReduced[, 5] + OGReduced[, 6] + OGReduced[, 7] + OGReduced[, 
##     8] + OGReduced[, 9], data = OGReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.098431 -0.039036 -0.007149  0.037526  0.106697 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    -3.577e-16  4.523e-03   0.000 1.000000    
## OGReduced[, 2]  2.424e-02  6.848e-03   3.540 0.000543 ***
## OGReduced[, 3]  6.266e-02  6.735e-03   9.303 2.51e-16 ***
## OGReduced[, 4]  1.288e-01  5.013e-03  25.690  < 2e-16 ***
## OGReduced[, 5]  9.802e-02  5.943e-03  16.494  < 2e-16 ***
## OGReduced[, 6]  4.836e-01  5.808e-03  83.262  < 2e-16 ***
## OGReduced[, 7]  2.309e-01  5.529e-03  41.766  < 2e-16 ***
## OGReduced[, 8]  4.212e-01  5.076e-03  82.975  < 2e-16 ***
## OGReduced[, 9]  1.291e-01  5.926e-03  21.785  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05521 on 140 degrees of freedom
## Multiple R-squared:  0.9971, Adjusted R-squared:  0.997 
## F-statistic:  6093 on 8 and 140 DF,  p-value: < 2.2e-16

## K-means clustering with 4 clusters of sizes 1, 3, 5, 2
## 
## Cluster means:
##        Speed Acceleration  Strength   Agility  Awareness Run.Block
## 1 -11.663523  -10.5805369 16.566887  9.797252 152.479322 22.990568
## 2  25.610905   18.1925751 -2.718196 28.851820  -4.148936  1.674043
## 3   1.192527    1.6781244  8.619236  7.941012  25.746136 14.242690
## 4  -3.987507    0.6017595  5.433611 -3.025372   9.014897  7.874683
##   Pass.Block     Injury   Stamina Toughness Impact.Block
## 1  33.581036 -6.0196354 19.840513 24.049429    35.751678
## 2   2.622090  0.4754217  7.918299 -4.749501     8.523203
## 3  14.413985  0.8852893 10.932986 10.298104    18.624442
## 4   4.619898 31.4734491  7.209777 52.449234     2.820515
## 
## Clustering vector:
##        Speed Acceleration     Strength      Agility    Awareness 
##            2            2            3            2            1 
##    Run.Block   Pass.Block       Injury      Stamina    Toughness 
##            3            3            4            3            4 
## Impact.Block 
##            3 
## 
## Within cluster sum of squares by cluster:
## [1]    0.000 1469.306 4474.304 3197.095
##  (between_SS / total_SS =  77.7 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 3 clusters of sizes 2, 3, 3
## 
## Cluster means:
##         Speed Acceleration    Strength    Agility   Awareness  Run.Block
## 1  0.07285452   0.07704608  0.25159980 0.21539370  0.37371624 0.75109921
## 2 -0.09884794  -0.04622158  0.47992626 0.04583297  0.56810695 0.26847719
## 3  0.74814677   0.72570167 -0.08567771 0.66513715 -0.07854083 0.05082798
##   Pass.Block Impact.Block
## 1 0.17208768    0.7510992
## 2 0.53159049    0.2631253
## 3 0.06498198    0.1927016
## 
## Clustering vector:
##        Speed Acceleration     Strength      Agility    Awareness 
##            3            3            2            3            2 
##    Run.Block   Pass.Block Impact.Block 
##            1            2            1 
## 
## Within cluster sum of squares by cluster:
## [1] 0.3344684 1.2449507 0.5677131
##  (between_SS / total_SS =  71.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OGover ~ OGzscores[, 2] + OGzscores[, 3] + OGzscores[, 
##     4] + OGzscores[, 5] + OGzscores[, 6] + OGzscores[, 7] + OGzscores[, 
##     8] + OGzscores[, 9] + OGzscores[, 10] + OGzscores[, 11] + 
##     OGzscores[, 12], data = OGzscores)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.105788 -0.036122 -0.003419  0.042222  0.106954 
## 
## Coefficients:
##                   Estimate Std. Error t value Pr(>|t|)    
## (Intercept)     -3.641e-16  4.492e-03   0.000 1.000000    
## OGzscores[, 2]   2.549e-02  6.850e-03   3.722 0.000288 ***
## OGzscores[, 3]   6.221e-02  6.748e-03   9.220 4.74e-16 ***
## OGzscores[, 4]   1.306e-01  5.148e-03  25.373  < 2e-16 ***
## OGzscores[, 5]   9.398e-02  6.362e-03  14.771  < 2e-16 ***
## OGzscores[, 6]   4.831e-01  5.878e-03  82.187  < 2e-16 ***
## OGzscores[, 7]   2.307e-01  5.574e-03  41.377  < 2e-16 ***
## OGzscores[, 8]   4.181e-01  5.258e-03  79.528  < 2e-16 ***
## OGzscores[, 9]   5.685e-03  4.915e-03   1.156 0.249492    
## OGzscores[, 10]  1.046e-02  5.752e-03   1.819 0.071146 .  
## OGzscores[, 11] -1.364e-03  5.437e-03  -0.251 0.802332    
## OGzscores[, 12]  1.283e-01  5.914e-03  21.685  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05483 on 137 degrees of freedom
## Multiple R-squared:  0.9972, Adjusted R-squared:  0.997 
## F-statistic:  4493 on 11 and 137 DF,  p-value: < 2.2e-16
## K-means clustering with 3 clusters of sizes 2, 3, 3
## 
## Cluster means:
##         Speed Acceleration    Strength    Agility   Awareness  Run.Block
## 1  0.07285452   0.07704608  0.25159980 0.21539370  0.37371624 0.75109921
## 2 -0.09884794  -0.04622158  0.47992626 0.04583297  0.56810695 0.26847719
## 3  0.74814677   0.72570167 -0.08567771 0.66513715 -0.07854083 0.05082798
##   Pass.Block Impact.Block
## 1 0.17208768    0.7510992
## 2 0.53159049    0.2631253
## 3 0.06498198    0.1927016
## 
## Clustering vector:
##        Speed Acceleration     Strength      Agility    Awareness 
##            3            3            2            3            2 
##    Run.Block   Pass.Block Impact.Block 
##            1            2            1 
## 
## Within cluster sum of squares by cluster:
## [1] 0.3344684 1.2449507 0.5677131
##  (between_SS / total_SS =  71.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OGover ~ OGReduced[, 2] + OGReduced[, 3] + OGReduced[, 
##     4] + OGReduced[, 5] + OGReduced[, 6] + OGReduced[, 7] + OGReduced[, 
##     8] + OGReduced[, 9], data = OGReduced)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.098431 -0.039036 -0.007149  0.037526  0.106697 
## 
## Coefficients:
##                  Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    -3.577e-16  4.523e-03   0.000 1.000000    
## OGReduced[, 2]  2.424e-02  6.848e-03   3.540 0.000543 ***
## OGReduced[, 3]  6.266e-02  6.735e-03   9.303 2.51e-16 ***
## OGReduced[, 4]  1.288e-01  5.013e-03  25.690  < 2e-16 ***
## OGReduced[, 5]  9.802e-02  5.943e-03  16.494  < 2e-16 ***
## OGReduced[, 6]  4.836e-01  5.808e-03  83.262  < 2e-16 ***
## OGReduced[, 7]  2.309e-01  5.529e-03  41.766  < 2e-16 ***
## OGReduced[, 8]  4.212e-01  5.076e-03  82.975  < 2e-16 ***
## OGReduced[, 9]  1.291e-01  5.926e-03  21.785  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05521 on 140 degrees of freedom
## Multiple R-squared:  0.9971, Adjusted R-squared:  0.997 
## F-statistic:  6093 on 8 and 140 DF,  p-value: < 2.2e-16

##           OVR      Speed Acceleration    Strength     Agility   Awareness
## 1 -0.57014758  1.2919326    1.1353660 -0.59874266  1.49885070 -0.93608296
## 2 -0.08704557 -0.9032500   -1.3834387 -0.01552455 -0.41871482  0.56009199
## 3 -0.07460708  0.3490512    0.3469812 -0.30905028  0.38569032  0.01384135
## 4 -1.05547075 -0.3577915   -0.1944296 -0.03729670 -1.03028971 -1.05550503
## 5  1.40252690 -0.0785486    0.1570343  0.68993857  0.09855419  1.03844403
##    Run.Block  Pass.Block      Injury    Stamina   Toughness Impact.Block
## 1 -0.6598565 -0.29652052  0.03970398  0.3732829 -0.67668507  -0.05770784
## 2 -0.6371990 -0.02525446 -0.68223123 -0.3218822 -0.46883522  -0.28122449
## 3 -0.1304613 -0.29791536 -0.02062987  0.3060393 -0.09205112   0.31361426
## 4 -0.1861079 -0.60156781  0.24033567 -0.8207350 -0.02149995  -0.96291131
## 5  1.0524062  1.07683896  0.22832663  0.4474678  0.74816619   0.74273609

##         Speed Acceleration   Strength    Agility   Awareness  Run.Block
## 1  1.09887165    0.7146693 -0.7899572  1.1259634 -0.62298477 -0.3391873
## 2 -1.02242864   -1.1164017  0.0747288 -0.4549985  0.70599236  0.1215398
## 3  0.18389017    0.2836871 -0.4137358  0.1058570 -0.07099041 -0.5549804
## 4 -0.20141453   -0.1636369  0.4732785 -0.1835128  0.35519217  0.7108872
## 5  0.03567695    0.3599844  0.8908419 -0.5658393 -0.37815084  0.4219449
##   Pass.Block      Injury    Stamina  Toughness Impact.Block
## 1 -0.4661014 -0.06152584  0.0926141 -0.6590982   0.13752260
## 2  0.4816544 -0.03675217  0.1718115  0.3994491  -0.09862722
## 3  0.1798365  0.25733791  0.3359394  0.1579152  -0.29227822
## 4 -0.1434483 -1.37987047 -0.1966965 -0.7911431   0.92880195
## 5 -0.2513873  0.71692642 -0.5953983  0.5067437  -0.27471634

##           OVR       Speed Acceleration    Strength     Agility   Awareness
## 1 -0.17748502  1.31077783    0.9406333 -0.39591456  1.23220012 -0.41912506
## 2 -0.04664386 -1.17953578   -1.7803253 -0.07040210 -0.57915264  0.52439130
## 3 -0.22762942 -0.07776647    0.1237942 -0.24109413 -0.09402482 -0.03565028
## 4 -1.17965061 -0.30232704   -0.1890357 -0.05326839 -1.03227871 -1.18922745
## 5  1.45288374 -0.13740362    0.1918623  0.76784963  0.19226283  1.08262712
##    Run.Block Pass.Block Impact.Block
## 1 -0.2166021 -0.2679023    0.2011404
## 2 -0.4678637  0.1037986   -0.1999381
## 3 -0.3528381 -0.2449763    0.0470354
## 4 -0.2790356 -0.5751666   -1.3056581
## 5  1.1749323  0.9776658    0.9340731

##        Speed Acceleration   Strength    Agility  Awareness  Run.Block
## 1  1.2233320    1.0992569 -0.6459048  1.1904892 -1.2080321 -0.8964021
## 2 -0.6113320   -0.6065636  0.2519782 -0.1683119  0.7447310 -0.5262258
## 3  0.5581670    0.3653632 -0.7082675  0.3342693 -0.1086070 -0.2178061
## 4  0.1102306    0.2862642  0.8959224 -0.4848009 -0.5931653  0.4787533
## 5 -0.8724030   -0.7024761  0.2566191 -0.4442934  0.5297148  0.8366904
##   Pass.Block Impact.Block
## 1 -0.4057867  -0.35695245
## 2  1.0424604  -0.12673626
## 3 -0.2048126  -0.01830636
## 4 -0.2571818  -0.43602248
## 5 -0.3231171   0.71926517

##      Overall Run Blocking Pass Blocking      Speed
## 1 -0.6331544  -0.52313976  -0.636936872  1.1434995
## 2  0.4566941  -0.27386796   0.700646806 -0.8594591
## 3  0.1103266   0.08121219  -0.008252075  0.4626201
## 4 -1.0088987  -0.48908874  -0.692567176 -0.6214970
## 5  1.5944959   1.33991228   1.018418350  0.2961655

##   Run Blocking Pass Blocking      Speed
## 1   -0.4932312   -0.73695241  1.2301836
## 2   -0.4512494    0.97232989 -0.5210805
## 3   -0.2066077   -0.06949029  0.2760980
## 4    0.6995497   -0.40947739 -0.2900723
## 5    0.5190198    0.26340422 -0.7824240

##      Overall  Awareness      Speed    Blocking  Toughness
## 1 -0.3490154 -0.3788972  0.1295797 -0.18996284 -2.0710734
## 2  0.2221397  0.8321238 -0.7995708 -0.02689837 -0.1321854
## 3 -0.2709575 -0.2860329  0.6346359 -0.27867461  0.2853193
## 4 -1.0722993 -1.0627471 -0.6225474 -0.48229948  0.3484713
## 5  1.5218507  1.1080197  0.2671679  1.01547989  0.2207055

##     Awareness      Speed    Blocking  Toughness
## 1 -1.10612634  0.7869924 -0.18088229  0.5000162
## 2  1.01031669 -0.7704964  0.24757005 -0.4873903
## 3  0.08064218  0.3152150 -0.28893122 -0.1069260
## 4  0.36295786  0.6592150  0.44386281 -1.4660356
## 5 -0.15131658 -0.5053810 -0.02837989  0.6850774
##                         Run Blocking Pass Blocking        Speed
## David DeCastro          -0.357798990   0.476983612 -0.119184621
## Karim Barton             0.482669682  -0.079673680 -0.402996002
## Lamar Mady               0.272144201   0.094505263 -0.366649464
## Joe Looney               0.164101236  -0.458018730  0.293917494
## Brandon Thomas           0.524289824  -0.499038039 -0.025251785
## Xavier Su'a-Filo        -0.230788851  -0.645114649  0.875903500
## David Yankey             0.863807270  -0.808448250 -0.055359020
## Trai Turner             -0.599445731   0.312230474  0.287215257
## Ben Grubbs              -0.782300841   0.494598838  0.287702002
## Kelechi Osemele          1.004683545   0.005431368 -1.010114914
## Keavon Milton           -0.715428852  -1.347092725  2.062521577
## Lance Louis             -0.676808349  -0.418577178  1.095385527
## Cyril Richardson         0.125346930  -0.191274129  0.065927199
## Alex Boone               0.688243387   0.347718775 -1.035962162
## Paul Fanaika            -0.159549599   1.355787450 -1.196237851
## Amini Silatolu           0.172584546  -0.244305503  0.071720957
## Matt Slauson             0.745683540   0.323719201 -1.069402741
## Shawn Lauvao            -0.349058456   0.922697255 -0.573638798
## Harland Gunn            -0.004405675  -0.151372517  0.155778192
## Al Bond                  0.429699424  -0.279996102 -0.149703321
## Chance Warmack           0.971060219  -0.319841462 -0.651218757
## Andrew Tiller            0.830695380  -0.172557211 -0.658138170
## Alex Kupper             -0.285187767   0.380594285 -0.095406519
## Chris Williams          -0.881967908   0.369368297  0.512599610
## John Greco               0.769504291  -0.172615228 -0.596889062
## Ali Marpet              -0.057668228  -1.074423411  1.132091640
## Jonathan Cooper         -0.594306822  -0.331014390  0.925321211
## Antoine McClain          0.375035549   0.133792128 -0.508827677
## Donald Thomas            0.194634452  -0.446099567  0.251465115
## Mackenzy Bernadeau       0.527705275   0.126089058 -0.653794333
## Dallas Reynolds          0.366510515   0.065783274 -0.432293788
## Mike McGlynn            -0.950040426   1.086190482 -0.136150056
## Chris Hubbard           -1.016255434  -0.325147641  1.341403075
## Chad Slade              -0.125406123  -0.045850716  0.171256840
## Trey Hopkins             0.118907769  -0.079062434 -0.039845335
## Jon Halapio              0.338781217  -0.530338915  0.191557699
## Jeff Allen               0.190296669  -0.474947524  0.284650855
## David Arkin              0.502432595  -0.261531714 -0.240900881
## Dennis Kelly            -0.850678298   0.382867012  0.467811286
## Adam Gettis             -0.164204669  -1.000664461  1.164869130
## Geoff Schwartz           0.776985513   0.141926402 -0.918911916
## Garth Gerhart           -0.087915375   0.102895202 -0.014979826
## Josh Sitton             -0.009328846   1.050874375 -1.041545529
## Jordan Devey            -0.397998303   0.107000531  0.290997772
## Andrew Donnal           -0.018227909  -0.290884944  0.309112853
## Cody Wichmann           -0.813151786  -0.502080676  1.315232462
## Takoby Cofield           0.266073736  -0.118504925 -0.147568811
## Kristjan Sokoli         -0.606183887  -1.871989936  2.478173823
## Johnnie Troutman        -0.553987182   0.629731175 -0.075743994
## Tre Jackson              1.126683694  -0.346017501 -0.780666193
## Jamil Douglas           -0.668429413  -0.223189391  0.891618803
## Rodger Saffold          -1.083079608   0.722694551  0.360385058
## Josue Matias            -0.546840747   0.463346117  0.083494630
## Manny Ramirez            0.430425762   0.882242425 -1.312668187
## Brandon Fusco           -0.366208819   0.372213845 -0.006005027
## Fernando Velasco         0.075908008   0.931621546 -1.007529554
## Andre Davis             -0.983371086   0.137990481  0.845380605
## La'el Collins            1.024929715  -1.167498493  0.142568778
## James Brewer             0.005099073  -0.417506284  0.412407211
## Sam Brenner             -0.068396465  -0.578977440  0.647373905
## Andrew Norwell           0.748315495   0.373429316 -1.121744810
## Orlando Franklin        -0.032766739   0.715057060 -0.682290320
## Mike Iupati              1.485619644  -0.543930469 -0.941689175
## Laurent Duvernay-Tardif -0.631651484  -0.897170924  1.528822408
## David Quessenberry       0.125829254  -0.952460983  0.826631730
## Kadeem Edwards           0.178790246  -0.444133564  0.265343318
## Ronald Leary             1.502125126  -0.448209150 -1.053915976
## Allen Barbre            -0.413928156  -0.316250409  0.730178565
## Bobby Hart               0.450280420   0.160168568 -0.610448988
## Tyronne Green           -0.146286463  -0.160023665  0.306310129
## Joel Bitonio             0.207874189  -0.593678633  0.385804444
## Jon Asamoah             -0.520721730   0.413117435  0.107604294
## J.R. Sweezy              0.407495602  -0.772148364  0.364652762
## Zane Beadles            -0.333730924   1.092011870 -0.758280946
## Vladimir Ducasse        -0.014661688  -0.209563039  0.224224727
## Jack Mewhort             0.824693209  -0.051697229 -0.772995980
## Larry Warford           -0.045681437   1.194940533 -1.149259096
## Matt Tobin               0.123941573  -0.685946055  0.562004482
## Josh Kline               0.120020650  -0.584066873  0.464046222
## Josh LeRibeus            0.176596433  -0.250489667  0.073893234
## Quinton Spain            0.584848438  -0.674202629  0.089354191
## Tyler Shatley           -0.356983412  -0.121680350  0.478663762
## T.J. Lang                0.329546890   0.461014327 -0.790561217
## Tony Bergstrom           0.143875069   0.011342534 -0.155217603
## Shelley Smith            0.026817228  -0.419355116  0.392537888
## Marshal Yanda            0.755329733   0.077779855 -0.833109587
## Trent Brown              0.107039868   0.085261544 -0.192301412
## Jarvis Harrison          0.241641882  -0.342631721  0.100989839
## Gabe Jackson            -0.308287974   1.036164084 -0.727876109
## Robert Myers             0.056404445  -0.229247786  0.172843341
## John Jerry               0.132174031   0.521658669 -0.653832701
## Brandon Brooks           1.023402118  -0.431723816 -0.591678301
## Zach Fulton              0.051344431  -0.036440759 -0.014903672
## Laken Tomlinson          0.131295763  -0.079334309 -0.051961453
## Arie Kouandjio           0.271458343  -0.093795198 -0.177663145
## Justin McCray            0.478843002  -0.154235271 -0.324607731
## Ramon Foster            -0.200688008   1.169654075 -0.968966066
## Willie Colon            -1.329938964   1.780282905 -0.450343941
## Ryan Wendell             1.064247142  -0.477843511 -0.586403631
## Kenny Wiggins            0.271689395   0.287156197 -0.558845592
## Mike Person             -0.208279665  -0.094748165  0.303027830
## Miles Dieffenbach        0.348005796  -0.205593503 -0.142412293
## Louis Vasquez           -1.237428746   1.813846278 -0.576417532
## Jon Feliciano           -0.194598110   0.218932285 -0.024334174
## Logan Mankins            0.376696361   0.475095627 -0.851791988
## Khalif Barnes           -0.882049172   0.985311613 -0.103262441
## Barrett Jones            0.561726653   0.758876353 -1.320603007
## Alvin Bailey            -0.023037432  -0.466294450  0.489331882
## Kevin Zeitler            0.755625606   0.145994756 -0.901620361
## Mark Glowinski          -0.619973353  -0.485945426  1.105918779
## Bryce Quigley           -0.864843222  -0.075495118  0.940338341
## William Campbell         0.022015867   0.046810212 -0.068826079
## Conor Boffeli           -0.607923201   0.052442480  0.555480722
## Bobby Vardaro            0.451024785  -0.685610471  0.234585686
## Eric Herman              0.165331008  -0.181454786  0.016123778
## Troy Kropog             -0.546265801   0.054181223  0.492084578
## Jahri Evans             -0.156010498   0.467007484 -0.310996986
## Patrick Omameh           0.006204487  -0.153454044  0.147249557
## John Miller              0.070304390  -0.074197263  0.003892873
## Vinston Painter         -0.719447697  -0.554211382  1.273659079
## Ryan Groy               -0.529686107  -0.069771501  0.599457608
## Jeff Linkenbach         -0.703198085   0.759082662 -0.055884577
## Chris Scott             -0.189891470   0.818630015 -0.628738544
## Kyle Long               -0.489531895   0.063904743  0.425627152
## Ben Garland             -0.134988278  -0.430674606  0.565662884
## Jared Smith             -0.295913523  -0.876648082  1.172561605
## Clint Boling             0.894797166   0.068087464 -0.962884631
## Todd Herremans           0.664326749   0.235555608 -0.899882357
## Zack Martin              0.046637499   0.273780528 -0.320418027
## Andy Levitre             0.182033798   0.236422189 -0.418455987
## Senio Kelemete          -0.207821385  -0.400527438  0.608348824
## Anthony Steen           -0.657339623  -0.077963227  0.735302850
## Spencer Long             0.610979777  -0.358380417 -0.252599360
## Austin Shepherd         -0.076470441  -0.240652921  0.317123362
## Billy Turner            -0.442729410   0.249455260  0.193274150
## James Carpenter         -0.665060607   0.536428895  0.128631712
## A.J. Cann                0.557520147   0.318343946 -0.875864093
## Brandon Linder          -0.058348566   0.749616930 -0.691268364
## Brian Winters           -0.286054867   0.005272503  0.280782363
## Chris Chester           -0.845107754   0.507161319  0.337946435
## Hugh Thornton           -0.820922780   0.036882394  0.784040386
## Dakota Dozier            0.777763679  -0.567542563 -0.210221117
## John Urschel            -0.611281738   0.660741776 -0.049460037
## Michael Ola             -0.415151657   0.332341535  0.082810121
## Lane Taylor             -0.275435473   0.298147020 -0.022711547
## Earl Watford             0.164295509  -0.946964677  0.782669168
## Dallas Thomas           -0.526200937  -0.232813785  0.759014722
## Jah Reid                 0.352302175  -0.067657748 -0.284644427
## Richie Incognito         0.236684832   0.122231342 -0.358916174
##                           Awareness        Speed     Blocking   Toughness
## David DeCastro           0.01341921 -0.154985124  0.375417417 -0.23385150
## Karim Barton            -0.86834133 -0.679690114  0.144699584  1.40333186
## Lamar Mady              -0.32604667 -0.477760849  0.219357024  0.58445050
## Joe Looney               0.30953258  0.374715457 -0.492115996 -0.19213204
## Brandon Thomas          -0.48180203  0.704963289  0.994518973 -1.21768023
## Xavier Su'a-Filo        -1.21725535  0.856598555 -0.186043197  0.54669999
## David Yankey            -0.49646462  0.173036601  0.071907971  0.25152005
## Trai Turner             -0.26642284  0.235775207  0.138059907 -0.10741228
## Ben Grubbs               0.55247639 -0.016890018 -0.495586705 -0.03999966
## Kelechi Osemele          0.73478393 -0.274384169  1.124923981 -1.58532374
## Keavon Milton           -1.19551481  2.000986776 -1.231580305  0.42610834
## Lance Louis              0.20733874  0.967724039 -1.074054862 -0.10100791
## Cyril Richardson        -0.56942220 -0.194994545 -0.287784211  1.05220095
## Alex Boone               0.77799372 -0.852459111  0.498637123 -0.42417173
## Paul Fanaika             1.15432269 -1.587244973  0.287982057  0.14494023
## Amini Silatolu           0.34732235  0.205372217 -0.154583532 -0.39811103
## Matt Slauson             1.08575315 -0.822685863  0.452944247 -0.71601154
## Shawn Lauvao             0.94795688 -0.779060334  0.065131714 -0.23402825
## Harland Gunn             0.11285260 -0.005015652 -0.481136688  0.37329974
## Al Bond                 -0.11603164 -0.445048315 -0.538230288  1.09931024
## Chance Warmack          -0.01428709 -0.672272479  0.033583271  0.65297630
## Andrew Tiller           -0.36739180 -0.817468930  0.083051728  1.10180900
## Alex Kupper             -0.02904795 -0.428592266 -0.169950082  0.62759030
## Chris Williams           2.22951147  1.911191166  1.040907040 -5.18160968
## John Greco               0.32757861 -0.482695082  0.094988890  0.06012758
## Ali Marpet              -1.57110747  1.374497905 -0.036598940  0.23320851
## Jonathan Cooper         -0.30351966  1.398641889  0.299571130 -1.39469336
## Antoine McClain          0.27245140 -0.594606643  0.063830931  0.25832431
## Donald Thomas            0.54699554  0.901946500  0.283809454 -1.73275149
## Mackenzy Bernadeau       0.50990904 -0.787455738 -0.137513975  0.41506068
## Dallas Reynolds          0.47594366 -0.622347834 -0.346217866  0.49262204
## Mike McGlynn             0.94612395 -0.844097554 -0.709533227  0.60750683
## Chris Hubbard           -0.79004232  1.185171434 -0.586750070  0.19162095
## Chad Slade              -0.48062814 -0.085661864 -0.259770143  0.82606015
## Trey Hopkins            -0.68603137 -0.207644359  0.029250037  0.86442569
## Jon Halapio             -0.56339001  0.602422484  0.467853510 -0.50688598
## Jeff Allen               0.24562129  0.533691794 -0.198244746 -0.58106834
## David Arkin             -1.22429977 -0.149746160  0.702683306  0.67136262
## Dennis Kelly            -0.10680013  0.068583231 -0.420274816  0.45849171
## Adam Gettis             -0.42305482  1.748963802 -0.075629546 -1.25027943
## Geoff Schwartz           0.95031013 -0.477911388  0.643539872 -1.11593862
## Garth Gerhart            0.38088585  0.099083611  0.087986196 -0.56795565
## Josh Sitton              1.09399926 -0.705249858  1.121488418 -1.51023782
## Jordan Devey             0.06783178 -0.126980801 -0.706216620  0.76536564
## Andrew Donnal            0.15407470  0.351746961 -0.330834425 -0.17498724
## Cody Wichmann           -1.26324462  1.084254551 -0.585669726  0.76465980
## Takoby Cofield          -0.27712138 -0.471265947 -0.413421602  1.16180893
## Kristjan Sokoli         -2.30965420  2.676913729 -0.836996352  0.46973683
## Johnnie Troutman         0.99154708 -0.210185642 -0.245183079 -0.53617836
## Tre Jackson             -0.64666914 -0.688257827  0.512395314  0.82253166
## Jamil Douglas           -1.25848950  0.696986552 -0.116565556  0.67806851
## Rodger Saffold           0.83178289  0.300488936 -0.091123925 -1.04114790
## Josue Matias            -0.51408664 -0.290582238  0.001977077  0.80269180
## Manny Ramirez            1.40405188 -1.599825644 -0.006112668  0.20188643
## Brandon Fusco            0.31454990  0.188129462  0.405651492 -0.90833085
## Fernando Velasco         1.09160545 -1.294395936  0.049401411  0.15338908
## Andre Davis             -1.47156468  0.454094538 -0.097573216  1.11504336
## La'el Collins           -1.44208838  0.479909947  0.376362399  0.58581604
## James Brewer             0.25806846  0.746516066 -0.070042715 -0.93454181
## Sam Brenner             -0.56067849  0.723169340 -0.278630930  0.11614008
## Andrew Norwell           0.19638715 -1.162360007  0.529318885  0.43665397
## Orlando Franklin         0.48361719 -0.528441367  0.743192114 -0.69836794
## Mike Iupati              0.51448463 -0.485584182  0.415011616 -0.44391206
## Laurent Duvernay-Tardif -1.72925175  1.492814412 -0.377150193  0.61358753
## David Quessenberry      -0.85581572  0.832341534 -0.549550246  0.57302443
## Kadeem Edwards          -1.36711134  0.169532864  0.140594280  1.05698420
## Ronald Leary             0.51028564 -0.621040395  0.457429222 -0.34667447
## Allen Barbre             0.26277117  0.768273872 -0.599368606 -0.43167643
## Bobby Hart              -0.07818853 -1.038121078 -0.254522335  1.37083195
## Tyronne Green            0.15482743  0.228148330 -0.412149366  0.02917361
## Joel Bitonio            -0.77378696  0.819774502  0.487532604 -0.53352014
## Jon Asamoah              0.18439886  0.103681187  0.160892755 -0.44897280
## J.R. Sweezy              0.51172351  0.883211433 -0.216420490 -1.17851445
## Zane Beadles             0.62595053 -1.121768953  0.208485026  0.28733340
## Vladimir Ducasse         0.36450893  0.134618289 -0.565379670  0.06625245
## Jack Mewhort             0.07712637 -0.738495509  0.272809855  0.38855928
## Larry Warford            0.18810657 -1.512277520  0.702479599  0.62169135
## Matt Tobin              -0.07838885  0.516654710 -0.762656327  0.32439047
## Josh Kline              -0.39986145  0.557064462 -0.261557467  0.10435445
## Josh LeRibeus           -0.33960659  0.201674482  0.186821090 -0.04888898
## Quinton Spain           -0.87010207 -0.033362253 -0.305323804  1.20878813
## Tyler Shatley           -0.90739498  0.262357947 -0.150447390  0.79548442
## T.J. Lang                0.67985029 -0.679418265  0.460807209 -0.46123923
## Tony Bergstrom           0.30477102 -0.303939424 -0.322280984  0.32144939
## Shelley Smith            0.32194537  0.448510631 -0.560466274 -0.20998972
## Marshal Yanda            0.40062673 -0.471179231  0.739849182 -0.66929669
## Trent Brown             -0.97765875 -0.217459508  0.561778993  0.63333926
## Jarvis Harrison         -1.32530613  0.458011009  0.896538103 -0.02924298
## Gabe Jackson             0.13876016 -0.931848250  0.657829883  0.13525821
## Robert Myers            -0.85114365  0.135737018  0.128154932  0.58725170
## John Jerry               1.06470749 -0.403157888  0.421247914 -1.08279751
## Brandon Brooks           0.68520098  0.334824428  0.909635816 -1.92966123
## Zach Fulton             -0.16795066 -0.108398762 -0.120991763  0.39734118
## Laken Tomlinson         -0.40459115 -0.120965486  0.039830922  0.48572571
## Arie Kouandjio           0.04827877  0.277845386  0.656229800 -0.98235396
## Justin McCray           -0.08234265 -0.323004616  0.044549957  0.36079731
## Ramon Foster             1.01426338 -1.153487812  0.459368537 -0.32014410
## Willie Colon             1.58549805 -0.692675190  0.309143979 -1.20196684
## Ryan Wendell             1.25516837 -0.361397807 -0.408250184 -0.48552038
## Kenny Wiggins            0.55750242 -0.906211367 -0.367804035  0.71651298
## Mike Person              0.20294192  0.176064982 -0.517370939  0.13836404
## Miles Dieffenbach        0.53945980  0.279842536  0.260844702 -1.08014704
## Louis Vasquez            1.13144993 -1.252523150 -0.082785479  0.20385870
## Jon Feliciano            0.09593352 -0.366579805 -0.410759395  0.68140568
## Logan Mankins            1.67219007 -0.826384075 -0.127257273 -0.71854872
## Khalif Barnes            1.24299358 -0.399241142 -0.366237588 -0.47751485
## Barrett Jones            0.60776238 -1.116332125  1.083327472 -0.57475773
## Alvin Bailey            -0.41795567  0.596780394 -0.163648387 -0.01517634
## Kevin Zeitler            0.88432673 -0.205311924  1.071701000 -1.75071580
## Mark Glowinski          -1.17501370  1.017961057 -0.289556806  0.44660945
## Bryce Quigley           -0.58121048  0.580983827 -0.633904744  0.63413140
## William Campbell        -0.47048200 -0.358778413 -0.149278066  0.97853848
## Conor Boffeli           -0.74097991  0.263252408 -0.240403229  0.71813073
## Bobby Vardaro           -1.22589093  0.192522051 -0.002323219  1.03569210
## Eric Herman             -1.19047555 -0.340885339 -0.068179726  1.59954062
## Troy Kropog             -0.32291317  0.304825722 -0.244471540  0.26255899
## Jahri Evans              1.30114717 -0.543804700 -0.541389340 -0.21595313
## Patrick Omameh           0.02004402 -0.017946756 -0.424920603  0.42282334
## John Miller             -0.05778876  0.108094816  0.102866050 -0.15317210
## Vinston Painter         -0.78064424  1.518808829 -0.126086096 -0.61207849
## Ryan Groy               -0.95972380  0.252827708 -0.320923883  1.02781998
## Jeff Linkenbach          0.45721077 -0.486113131 -0.343550198  0.37245256
## Chris Scott              1.12236046 -0.378950354  0.637564919 -1.38097502
## Kyle Long               -0.24061827  0.660094565  0.363167235 -0.78264353
## Ben Garland             -0.55704331  0.429641462 -0.449640457  0.57704231
## Jared Smith              0.03244250  1.855354237 -0.066953806 -1.82084294
## Clint Boling             0.51621139 -1.088380310 -0.052602228  0.62477115
## Todd Herremans           1.63261957 -0.732872122 -0.029566525 -0.87018093
## Zack Martin             -0.62664780 -0.259693376  0.754379177  0.13196200
## Andy Levitre             0.93603486 -0.706124882 -0.563378620  0.33346865
## Senio Kelemete           0.23723738  0.721891185 -0.461022726 -0.49810584
## Anthony Steen           -0.88664572  0.651406237  0.008514888  0.22672460
## Spencer Long            -0.46149539  0.356439056  0.997585222 -0.89252889
## Austin Shepherd         -0.22349509 -0.035544180 -0.732807515  0.99184678
## Billy Turner            -0.61735448 -0.089441925 -0.023433026  0.73022943
## James Carpenter          0.58500189  0.084474072 -0.011416780 -0.65805918
## A.J. Cann               -0.25202453 -1.060679346  0.440732944  0.87197093
## Brandon Linder          -0.01405330 -0.757489232  0.717931683  0.05361085
## Brian Winters            0.48129995  0.013924319 -0.759523991  0.26429972
## Chris Chester            0.63262908  0.360233103 -0.067495340 -0.92536684
## Hugh Thornton            0.19405718  0.825364997 -0.305533469 -0.71388871
## Dakota Dozier           -0.76705504 -0.068195444  0.285527081  0.54972341
## John Urschel             0.09747075 -0.459963868 -0.188742741  0.55123585
## Michael Ola              0.05904014 -0.230825135 -0.290034463  0.46181946
## Lane Taylor             -0.13709510 -0.353053130 -0.201997594  0.69214582
## Earl Watford            -0.84450896  0.787985602 -0.527807839  0.58433120
## Dallas Thomas            0.21694187  0.564305222 -0.852354820  0.07110773
## Jah Reid                -0.32298298 -0.472653628 -0.066451803  0.86208841
## Richie Incognito         0.55693600  0.096094700  0.612513280 -1.26554398
## K-means clustering with 5 clusters of sizes 17, 21, 61, 25, 25
## 
## Cluster means:
##   Run Blocking Pass Blocking      Speed
## 1   -0.4932312   -0.73695241  1.2301836
## 2   -0.4512494    0.97232989 -0.5210805
## 3   -0.2066077   -0.06949029  0.2760980
## 4    0.6995497   -0.40947739 -0.2900723
## 5    0.5190198    0.26340422 -0.7824240
## 
## Clustering vector:
##          David DeCastro            Karim Barton              Lamar Mady 
##                       2                       4                       5 
##              Joe Looney          Brandon Thomas        Xavier Su'a-Filo 
##                       3                       4                       1 
##            David Yankey             Trai Turner              Ben Grubbs 
##                       4                       3                       3 
##         Kelechi Osemele           Keavon Milton             Lance Louis 
##                       5                       1                       1 
##        Cyril Richardson              Alex Boone            Paul Fanaika 
##                       3                       5                       2 
##          Amini Silatolu            Matt Slauson            Shawn Lauvao 
##                       3                       5                       2 
##            Harland Gunn                 Al Bond          Chance Warmack 
##                       3                       4                       4 
##           Andrew Tiller             Alex Kupper          Chris Williams 
##                       4                       3                       3 
##              John Greco              Ali Marpet         Jonathan Cooper 
##                       4                       1                       1 
##         Antoine McClain           Donald Thomas      Mackenzy Bernadeau 
##                       5                       3                       5 
##         Dallas Reynolds            Mike McGlynn           Chris Hubbard 
##                       5                       2                       1 
##              Chad Slade            Trey Hopkins             Jon Halapio 
##                       3                       3                       4 
##              Jeff Allen             David Arkin            Dennis Kelly 
##                       3                       4                       3 
##             Adam Gettis          Geoff Schwartz           Garth Gerhart 
##                       1                       5                       3 
##             Josh Sitton            Jordan Devey           Andrew Donnal 
##                       2                       3                       3 
##           Cody Wichmann          Takoby Cofield         Kristjan Sokoli 
##                       1                       4                       1 
##        Johnnie Troutman             Tre Jackson           Jamil Douglas 
##                       2                       4                       1 
##          Rodger Saffold            Josue Matias           Manny Ramirez 
##                       2                       3                       5 
##           Brandon Fusco        Fernando Velasco             Andre Davis 
##                       3                       2                       3 
##           La'el Collins            James Brewer             Sam Brenner 
##                       4                       3                       3 
##          Andrew Norwell        Orlando Franklin             Mike Iupati 
##                       5                       2                       4 
## Laurent Duvernay-Tardif      David Quessenberry          Kadeem Edwards 
##                       1                       1                       3 
##            Ronald Leary            Allen Barbre              Bobby Hart 
##                       4                       3                       5 
##           Tyronne Green            Joel Bitonio             Jon Asamoah 
##                       3                       3                       3 
##             J.R. Sweezy            Zane Beadles        Vladimir Ducasse 
##                       4                       2                       3 
##            Jack Mewhort           Larry Warford              Matt Tobin 
##                       5                       2                       3 
##              Josh Kline           Josh LeRibeus           Quinton Spain 
##                       3                       3                       4 
##           Tyler Shatley               T.J. Lang          Tony Bergstrom 
##                       3                       5                       3 
##           Shelley Smith           Marshal Yanda             Trent Brown 
##                       3                       5                       3 
##         Jarvis Harrison            Gabe Jackson            Robert Myers 
##                       3                       2                       3 
##              John Jerry          Brandon Brooks             Zach Fulton 
##                       5                       4                       3 
##         Laken Tomlinson          Arie Kouandjio           Justin McCray 
##                       3                       4                       4 
##            Ramon Foster            Willie Colon            Ryan Wendell 
##                       2                       2                       4 
##           Kenny Wiggins             Mike Person       Miles Dieffenbach 
##                       5                       3                       4 
##           Louis Vasquez           Jon Feliciano           Logan Mankins 
##                       2                       3                       5 
##           Khalif Barnes           Barrett Jones            Alvin Bailey 
##                       2                       5                       3 
##           Kevin Zeitler          Mark Glowinski           Bryce Quigley 
##                       5                       1                       1 
##        William Campbell           Conor Boffeli           Bobby Vardaro 
##                       3                       3                       4 
##             Eric Herman             Troy Kropog             Jahri Evans 
##                       3                       3                       2 
##          Patrick Omameh             John Miller         Vinston Painter 
##                       3                       3                       1 
##               Ryan Groy         Jeff Linkenbach             Chris Scott 
##                       3                       2                       2 
##               Kyle Long             Ben Garland             Jared Smith 
##                       3                       3                       1 
##            Clint Boling          Todd Herremans             Zack Martin 
##                       5                       5                       5 
##            Andy Levitre          Senio Kelemete           Anthony Steen 
##                       5                       3                       3 
##            Spencer Long         Austin Shepherd            Billy Turner 
##                       4                       3                       3 
##         James Carpenter               A.J. Cann          Brandon Linder 
##                       3                       5                       2 
##           Brian Winters           Chris Chester           Hugh Thornton 
##                       3                       3                       3 
##           Dakota Dozier            John Urschel             Michael Ola 
##                       4                       2                       3 
##             Lane Taylor            Earl Watford           Dallas Thomas 
##                       3                       1                       3 
##                Jah Reid        Richie Incognito 
##                       4                       5 
## 
## Within cluster sum of squares by cluster:
## [1]  8.427433  9.925527 16.917201  8.113468  4.802867
##  (between_SS / total_SS =  71.1 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## K-means clustering with 5 clusters of sizes 27, 27, 31, 19, 45
## 
## Cluster means:
##     Awareness      Speed    Blocking  Toughness
## 1 -1.10612634  0.7869924 -0.18088229  0.5000162
## 2  1.01031669 -0.7704964  0.24757005 -0.4873903
## 3  0.08064218  0.3152150 -0.28893122 -0.1069260
## 4  0.36295786  0.6592150  0.44386281 -1.4660356
## 5 -0.15131658 -0.5053810 -0.02837989  0.6850774
## 
## Clustering vector:
##          David DeCastro            Karim Barton              Lamar Mady 
##                       3                       5                       5 
##              Joe Looney          Brandon Thomas        Xavier Su'a-Filo 
##                       3                       4                       1 
##            David Yankey             Trai Turner              Ben Grubbs 
##                       3                       3                       3 
##         Kelechi Osemele           Keavon Milton             Lance Louis 
##                       4                       1                       3 
##        Cyril Richardson              Alex Boone            Paul Fanaika 
##                       5                       2                       2 
##          Amini Silatolu            Matt Slauson            Shawn Lauvao 
##                       3                       2                       2 
##            Harland Gunn                 Al Bond          Chance Warmack 
##                       3                       5                       5 
##           Andrew Tiller             Alex Kupper          Chris Williams 
##                       5                       5                       4 
##              John Greco              Ali Marpet         Jonathan Cooper 
##                       5                       1                       4 
##         Antoine McClain           Donald Thomas      Mackenzy Bernadeau 
##                       5                       4                       5 
##         Dallas Reynolds            Mike McGlynn           Chris Hubbard 
##                       5                       5                       1 
##              Chad Slade            Trey Hopkins             Jon Halapio 
##                       5                       5                       3 
##              Jeff Allen             David Arkin            Dennis Kelly 
##                       3                       1                       3 
##             Adam Gettis          Geoff Schwartz           Garth Gerhart 
##                       4                       2                       3 
##             Josh Sitton            Jordan Devey           Andrew Donnal 
##                       2                       5                       3 
##           Cody Wichmann          Takoby Cofield         Kristjan Sokoli 
##                       1                       5                       1 
##        Johnnie Troutman             Tre Jackson           Jamil Douglas 
##                       2                       5                       1 
##          Rodger Saffold            Josue Matias           Manny Ramirez 
##                       4                       5                       2 
##           Brandon Fusco        Fernando Velasco             Andre Davis 
##                       4                       2                       1 
##           La'el Collins            James Brewer             Sam Brenner 
##                       1                       4                       1 
##          Andrew Norwell        Orlando Franklin             Mike Iupati 
##                       5                       2                       2 
## Laurent Duvernay-Tardif      David Quessenberry          Kadeem Edwards 
##                       1                       1                       1 
##            Ronald Leary            Allen Barbre              Bobby Hart 
##                       2                       3                       5 
##           Tyronne Green            Joel Bitonio             Jon Asamoah 
##                       3                       1                       3 
##             J.R. Sweezy            Zane Beadles        Vladimir Ducasse 
##                       4                       2                       3 
##            Jack Mewhort           Larry Warford              Matt Tobin 
##                       5                       5                       3 
##              Josh Kline           Josh LeRibeus           Quinton Spain 
##                       3                       3                       5 
##           Tyler Shatley               T.J. Lang          Tony Bergstrom 
##                       1                       2                       5 
##           Shelley Smith           Marshal Yanda             Trent Brown 
##                       3                       2                       5 
##         Jarvis Harrison            Gabe Jackson            Robert Myers 
##                       1                       5                       1 
##              John Jerry          Brandon Brooks             Zach Fulton 
##                       2                       4                       5 
##         Laken Tomlinson          Arie Kouandjio           Justin McCray 
##                       5                       4                       5 
##            Ramon Foster            Willie Colon            Ryan Wendell 
##                       2                       2                       2 
##           Kenny Wiggins             Mike Person       Miles Dieffenbach 
##                       5                       3                       4 
##           Louis Vasquez           Jon Feliciano           Logan Mankins 
##                       2                       5                       2 
##           Khalif Barnes           Barrett Jones            Alvin Bailey 
##                       2                       2                       3 
##           Kevin Zeitler          Mark Glowinski           Bryce Quigley 
##                       4                       1                       1 
##        William Campbell           Conor Boffeli           Bobby Vardaro 
##                       5                       1                       1 
##             Eric Herman             Troy Kropog             Jahri Evans 
##                       5                       3                       2 
##          Patrick Omameh             John Miller         Vinston Painter 
##                       3                       3                       1 
##               Ryan Groy         Jeff Linkenbach             Chris Scott 
##                       1                       5                       2 
##               Kyle Long             Ben Garland             Jared Smith 
##                       4                       1                       4 
##            Clint Boling          Todd Herremans             Zack Martin 
##                       5                       2                       5 
##            Andy Levitre          Senio Kelemete           Anthony Steen 
##                       2                       3                       1 
##            Spencer Long         Austin Shepherd            Billy Turner 
##                       4                       5                       5 
##         James Carpenter               A.J. Cann          Brandon Linder 
##                       3                       5                       5 
##           Brian Winters           Chris Chester           Hugh Thornton 
##                       3                       4                       3 
##           Dakota Dozier            John Urschel             Michael Ola 
##                       5                       5                       5 
##             Lane Taylor            Earl Watford           Dallas Thomas 
##                       5                       1                       3 
##                Jah Reid        Richie Incognito 
##                       5                       4 
## 
## Within cluster sum of squares by cluster:
## [1] 24.31424 18.82708 12.82642 35.94557 26.84139
##  (between_SS / total_SS =  63.2 %)
## 
## Available components:
## 
## [1] "cluster"      "centers"      "totss"        "withinss"    
## [5] "tot.withinss" "betweenss"    "size"         "iter"        
## [9] "ifault"
## 
## Call:
## lm(formula = OGClusterReducedReg[, 1] ~ OGClusterReducedReg[, 
##     2] + OGClusterReducedReg[, 3] + OGClusterReducedReg[, 4], 
##     data = OGClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.098416 -0.039019 -0.007174  0.037508  0.106673 
## 
## Coefficients:
##                            Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              -3.905e-16  4.444e-03    0.00        1    
## OGClusterReducedReg[, 2]  3.600e-01  5.601e-03   64.28   <2e-16 ***
## OGClusterReducedReg[, 3]  1.034e+00  6.193e-03  166.90   <2e-16 ***
## OGClusterReducedReg[, 4]  1.849e-01  5.345e-03   34.60   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05425 on 145 degrees of freedom
## Multiple R-squared:  0.9971, Adjusted R-squared:  0.9971 
## F-statistic: 1.683e+04 on 3 and 145 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OGClusterFullReg[, 1] ~ OGClusterFullReg[, 2] + 
##     OGClusterFullReg[, 3] + OGClusterFullReg[, 4] + OGClusterFullReg[, 
##     5], data = OGClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.104253 -0.036161 -0.003331  0.041700  0.107042 
## 
## Coefficients:
##                         Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           -3.381e-16  4.383e-03   0.000    1.000    
## OGClusterFullReg[, 2]  4.829e-01  5.353e-03  90.206   <2e-16 ***
## OGClusterFullReg[, 3]  1.819e-01  5.302e-03  34.298   <2e-16 ***
## OGClusterFullReg[, 4]  9.178e-01  7.971e-03 115.144   <2e-16 ***
## OGClusterFullReg[, 5]  5.242e-03  4.431e-03   1.183    0.239    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0535 on 144 degrees of freedom
## Multiple R-squared:  0.9972, Adjusted R-squared:  0.9972 
## F-statistic: 1.298e+04 on 4 and 144 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OGClusterReducedReg[, 1] ~ OGClusterReducedReg[, 
##     2] + OGClusterReducedReg[, 3] + OGClusterReducedReg[, 4], 
##     data = OGClusterReducedReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.098416 -0.039019 -0.007174  0.037508  0.106673 
## 
## Coefficients:
##                            Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              -3.905e-16  4.444e-03    0.00        1    
## OGClusterReducedReg[, 2]  3.600e-01  5.601e-03   64.28   <2e-16 ***
## OGClusterReducedReg[, 3]  1.034e+00  6.193e-03  166.90   <2e-16 ***
## OGClusterReducedReg[, 4]  1.849e-01  5.345e-03   34.60   <2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.05425 on 145 degrees of freedom
## Multiple R-squared:  0.9971, Adjusted R-squared:  0.9971 
## F-statistic: 1.683e+04 on 3 and 145 DF,  p-value: < 2.2e-16
## 
## Call:
## lm(formula = OGClusterFullReg[, 1] ~ OGClusterFullReg[, 2] + 
##     OGClusterFullReg[, 3] + OGClusterFullReg[, 4] + OGClusterFullReg[, 
##     5], data = OGClusterFullReg)
## 
## Residuals:
##       Min        1Q    Median        3Q       Max 
## -0.104253 -0.036161 -0.003331  0.041700  0.107042 
## 
## Coefficients:
##                         Estimate Std. Error t value Pr(>|t|)    
## (Intercept)           -3.381e-16  4.383e-03   0.000    1.000    
## OGClusterFullReg[, 2]  4.829e-01  5.353e-03  90.206   <2e-16 ***
## OGClusterFullReg[, 3]  1.819e-01  5.302e-03  34.298   <2e-16 ***
## OGClusterFullReg[, 4]  9.178e-01  7.971e-03 115.144   <2e-16 ***
## OGClusterFullReg[, 5]  5.242e-03  4.431e-03   1.183    0.239    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.0535 on 144 degrees of freedom
## Multiple R-squared:  0.9972, Adjusted R-squared:  0.9972 
## F-statistic: 1.298e+04 on 4 and 144 DF,  p-value: < 2.2e-16
##     Awareness      Speed    Blocking  Toughness
## 1 -1.10612634  0.7869924 -0.18088229  0.5000162
## 2  1.01031669 -0.7704964  0.24757005 -0.4873903
## 3  0.08064218  0.3152150 -0.28893122 -0.1069260
## 4  0.36295786  0.6592150  0.44386281 -1.4660356
## 5 -0.15131658 -0.5053810 -0.02837989  0.6850774
##   Run Blocking Pass Blocking      Speed
## 1   -0.4932312   -0.73695241  1.2301836
## 2   -0.4512494    0.97232989 -0.5210805
## 3   -0.2066077   -0.06949029  0.2760980
## 4    0.6995497   -0.40947739 -0.2900723
## 5    0.5190198    0.26340422 -0.7824240
##                         Pulling Guard Pass Blocker Balanced OG Run Blocker
## David DeCastro               80.29815     83.49291    81.34975    79.89308
## Karim Barton                 11.81661     13.23561    12.88325    14.84264
## Lamar Mady                   31.80429     35.31732    33.80040    35.80596
## Joe Looney                   38.97091     33.19262    36.61747    37.26089
## Brandon Thomas               48.39323     44.59918    47.61613    50.95851
## Xavier Su'a-Filo             62.37239     50.00899    56.51045    54.01101
## David Yankey                 53.76376     47.71958    52.58708    58.05930
## Trai Turner                  75.97456     76.05295    75.17493    71.77968
## Ben Grubbs                   77.17432     78.34411    76.65283    72.40065
## Kelechi Osemele              81.98273     87.05106    85.43326    89.34496
## Keavon Milton                56.01934     28.92245    42.19121    35.45382
## Lance Louis                  61.77104     49.35825    55.09628    49.50334
## Cyril Richardson             21.60334     20.09564    21.08047    21.59974
## Alex Boone                   77.99258     85.55766    82.42811    85.82188
## Paul Fanaika                 26.00268     45.34029    33.91920    34.32753
## Amini Silatolu               50.29685     47.72544    49.45024    50.45379
## Matt Slauson                 63.82125     74.04067    69.74508    74.78522
## Shawn Lauvao                 52.20560     64.15903    57.04420    55.55369
## Harland Gunn                 38.82619     36.41880    37.73458    37.52814
## Al Bond                      18.18544     17.53256    18.39414    20.38851
## Chance Warmack               74.94414     77.19943    77.28901    82.17454
## Andrew Tiller                16.66588     19.39212    18.83384    23.19558
## Alex Kupper                  31.40386     34.92242    32.50437    30.99780
## Chris Williams               55.30643     53.98070    53.15913    46.96948
## John Greco                   78.96340     81.49112    81.05874    84.61644
## Ali Marpet                   59.19742     41.16936    51.03362    49.29496
## Jonathan Cooper              70.38329     60.77465    65.23697    60.61991
## Antoine McClain              18.97780     22.83219    21.13048    23.36098
## Donald Thomas                67.91275     62.63105    65.90161    66.74774
## Mackenzy Bernadeau           53.63477     60.04760    57.44913    61.45920
## Dallas Reynolds              31.38026     35.17313    33.64945    36.28554
## Mike McGlynn                 34.14702     43.63324    36.71280    31.35479
## Chris Hubbard                57.98575     44.15537    50.01204    42.01542
## Chad Slade                   25.14006     23.71605    24.32209    23.54375
## Trey Hopkins                 25.38102     25.13906    25.44149    26.08872
## Jon Halapio                  23.26199     19.00269    21.73148    23.16395
## Jeff Allen                   61.46680     55.38984    59.09883    59.93132
## David Arkin                  28.90503     28.83519    29.64031    32.71289
## Dennis Kelly                 44.48086     43.64104    42.61892    36.87850
## Adam Gettis                  53.57041     36.00936    45.29358    42.86915
## Geoff Schwartz               51.14723     59.91738    56.46946    62.32110
## Garth Gerhart                34.41636     35.30211    34.66790    34.17203
## Josh Sitton                  89.26229     95.27934    92.41647    92.83857
## Jordan Devey                 45.83767     44.26448    44.43333    41.60956
## Andrew Donnal                33.10621     28.74193    31.08966    30.65672
## Cody Wichmann                36.52473     23.47602    29.10845    23.60547
## Takoby Cofield               24.72299     24.95015    25.20001    26.71121
## Kristjan Sokoli              49.95960     18.35734    33.30939    27.33136
## Johnnie Troutman             32.68622     38.00376    34.12542    31.04792
## Tre Jackson                  30.76596     34.17140    34.08793    41.76789
## Jamil Douglas                47.97150     38.82122    42.66347    37.52560
## Rodger Saffold               70.34245     72.71794    69.76184    63.11987
## Josue Matias                 20.36546     22.58380    20.64313    18.19312
## Manny Ramirez                40.05235     58.04606    48.84051    53.15073
## Brandon Fusco                69.97547     72.58031    70.59842    68.57588
## Fernando Velasco             32.28454     47.64521    39.09206    40.74009
## Andre Davis                  25.21606     20.66527    21.80744    16.84746
## La'el Collins                55.00200     44.42313    52.07705    58.32066
## James Brewer                 55.87000     49.05661    52.83675    52.36931
## Sam Brenner                  51.91992     41.86481    47.27215    46.05831
## Andrew Norwell               49.20715     61.49030    56.08331    62.01044
## Orlando Franklin             79.67063     86.82741    83.08703    83.47687
## Mike Iupati                  82.56879     84.75383    85.15079    90.43783
## Laurent Duvernay-Tardif      55.24564     35.50242    45.15476    39.42215
## David Quessenberry           65.77395     51.57702    59.77856    59.57635
## Kadeem Edwards               31.41136     26.43748    29.40674    30.10809
## Ronald Leary                 68.80571     73.30383    73.10549    81.21975
## Allen Barbre                 68.03040     59.89677    63.78030    60.44197
## Bobby Hart                   12.61385     16.26198    14.62395    16.78251
## Tyronne Green                45.44388     41.62955    43.47240    42.19710
## Joel Bitonio                 93.12731     90.04343    91.99006    92.30069
## Jon Asamoah                  78.81163     80.52939    78.93046    76.36987
## J.R. Sweezy                  73.67136     65.55454    70.78166    72.59035
## Zane Beadles                 56.31139     70.51993    62.34278    61.20654
## Vladimir Ducasse             47.94648     44.38866    46.32339    45.96023
## Jack Mewhort                 59.27548     65.06936    63.29111    68.92524
## Larry Warford                65.92857     81.44199    73.40699    74.30915
## Matt Tobin                   55.43560     45.20697    51.07784    51.17876
## Josh Kline                   58.09382     49.53832    54.49601    54.68982
## Josh LeRibeus                48.02183     45.39055    47.15341    48.17791
## Quinton Spain                32.60958     27.23279    31.05785    34.30008
## Tyler Shatley                33.92928     29.46274    31.33205    28.85675
## T.J. Lang                    86.67777     91.48349    89.29375    90.63422
## Tony Bergstrom               40.29036     41.65155    41.14698    42.22066
## Shelley Smith                57.89122     51.26061    54.98480    54.67998
## Marshal Yanda                95.11534     96.76652    96.20835    97.25959
## Trent Brown                  11.51296     12.67451    12.11894    12.58450
## Jarvis Harrison              36.82163     33.46506    35.70332    37.02482
## Gabe Jackson                 62.13192     74.91433    67.64440    66.67997
## Robert Myers                 15.76702     13.85521    14.94846    15.03411
## John Jerry                   45.96204     55.64155    50.53608    52.16407
## Brandon Brooks               82.88527     83.82221    84.42027    88.33693
## Zach Fulton                  51.71782     51.54960    51.73333    52.07550
## Laken Tomlinson              48.83212     48.62985    48.97394    49.86663
## Arie Kouandjio               17.11841     17.59308    17.64043    18.92271
## Justin McCray                31.56945     32.90686    32.93108    36.08876
## Ramon Foster                 51.48595     68.36450    58.92878    58.83917
## Willie Colon                 36.97555     54.86206    42.54805    35.01713
## Ryan Wendell                 63.83912     64.84974    66.03958    72.57374
## Kenny Wiggins                30.24176     36.63280    33.48238    35.69630
## Mike Person                  50.45340     47.14288    48.60101    46.91969
## Miles Dieffenbach            27.90316     27.51765    28.25009    30.29382
## Louis Vasquez                64.83215     80.75321    70.69350    64.28091
## Jon Feliciano                23.05081     24.57872    23.46245    22.54887
## Logan Mankins                69.66109     78.53210    74.37155    77.04818
## Khalif Barnes                43.24776     52.02542    45.60846    40.24997
## Barrett Jones                29.46876     45.70252    37.39520    42.37785
## Alvin Bailey                 74.82317     68.13699    71.88737    71.25872
## Kevin Zeitler                82.40038     87.50013    85.60275    88.68170
## Mark Glowinski               54.10467     40.96979    47.09523    41.88885
## Bryce Quigley                38.59914     30.73674    33.58499    27.77872
## William Campbell             28.51612     29.33566    28.91523    29.10633
## Conor Boffeli                35.80368     31.90883    33.05430    29.06056
## Bobby Vardaro                32.73322     26.26197    30.45100    32.73774
## Eric Herman                  24.99904     23.74332    24.66325    25.48110
## Troy Kropog                  46.29038     42.62461    43.68574    39.72591
## Jahri Evans                  55.71023     61.92713    58.25170    57.65549
## Patrick Omameh               48.88053     46.40954    47.78368    47.64435
## John Miller                  38.99800     38.39267    38.84609    39.26901
## Vinston Painter              55.34313     40.27548    47.28737    41.26353
## Ryan Groy                    44.79275     39.30397    41.39706    37.46774
## Jeff Linkenbach              45.38810     51.96592    47.08619    42.74800
## Chris Scott                  31.57972     42.79900    36.15019    35.74087
## Kyle Long                    88.42228     86.85417    87.29023    85.30769
## Ben Garland                  44.24287     36.27507    40.39228    38.90473
## Jared Smith                  63.41493     46.75116    55.55313    52.27642
## Clint Boling                 67.03465     74.46255    71.82642    77.29916
## Todd Herremans               50.19752     59.57281    55.59656    60.77140
## Zack Martin                  89.57959     91.63359    90.57557    90.86031
## Andy Levitre                 65.34054     70.21315    67.85072    69.32549
## Senio Kelemete               49.40515     41.13310    45.30974    43.27913
## Anthony Steen                28.80522     23.27285    25.31003    21.43939
## Spencer Long                 42.60195     41.85267    43.33028    47.46833
## Austin Shepherd              21.39153     18.18317    19.82096    19.22056
## Billy Turner                 52.81694     53.20073    52.20652    49.17525
## James Carpenter              65.39140     68.33803    65.64464    61.54377
## A.J. Cann                    34.51533     44.06103    39.65993    44.14904
## Brandon Linder               73.81834     82.51024    77.88429    78.23294
## Brian Winters                34.69934     32.57807    33.28016    31.34668
## Chris Chester                71.91413     72.95668    71.11534    66.00513
## Hugh Thornton                64.72312     58.70555    60.66904    54.64929
## Dakota Dozier                38.65072     35.98801    38.76627    43.80888
## John Urschel                 56.68594     62.26011    58.14937    54.39503
## Michael Ola                  44.89175     46.86325    45.04319    42.35372
## Lane Taylor                  23.74224     25.79794    24.26767    22.94505
## Earl Watford                 65.30631     51.48465    59.53304    59.61857
## Dallas Thomas                52.97598     44.73225    48.34698    44.12117
## Jah Reid                     46.51440     48.35962    47.96296    50.53399
## Richie Incognito             60.03505     63.85691    62.16133    63.98789
##                         Power Blocker
## David DeCastro               81.43126
## Karim Barton                 14.95013
## Lamar Mady                   36.64843
## Joe Looney                   35.02090
## Brandon Thomas               48.81558
## Xavier Su'a-Filo             50.04723
## David Yankey                 54.65140
## Trai Turner                  72.60584
## Ben Grubbs                   73.86968
## Kelechi Osemele              89.95727
## Keavon Milton                27.80463
## Lance Louis                  46.23651
## Cyril Richardson             20.92930
## Alex Boone                   87.38259
## Paul Fanaika                 41.46061
## Amini Silatolu               49.29357
## Matt Slauson                 76.99077
## Shawn Lauvao                 60.23869
## Harland Gunn                 36.70774
## Al Bond                      19.66970
## Chance Warmack               81.82274
## Andrew Tiller                23.28489
## Alex Kupper                  32.59425
## Chris Williams               47.90148
## John Greco                   84.63754
## Ali Marpet                   43.14759
## Jonathan Cooper              58.02770
## Antoine McClain              24.33594
## Donald Thomas                64.64903
## Mackenzy Bernadeau           62.80670
## Dallas Reynolds              37.09521
## Mike McGlynn                 35.84663
## Chris Hubbard                38.91799
## Chad Slade                   23.21641
## Trey Hopkins                 25.85128
## Jon Halapio                  21.24990
## Jeff Allen                   57.54322
## David Arkin                  31.97237
## Dennis Kelly                 37.87735
## Adam Gettis                  37.15799
## Geoff Schwartz               64.05258
## Garth Gerhart                34.60424
## Josh Sitton                  94.66543
## Jordan Devey                 41.69008
## Andrew Donnal                29.19696
## Cody Wichmann                20.68253
## Takoby Cofield               26.44648
## Kristjan Sokoli              18.68600
## Johnnie Troutman             33.60972
## Tre Jackson                  41.30065
## Jamil Douglas                35.49895
## Rodger Saffold               65.61978
## Josue Matias                 19.48564
## Manny Ramirez                58.66638
## Brandon Fusco                70.01235
## Fernando Velasco             46.05580
## Andre Davis                  16.52485
## La'el Collins                53.09845
## James Brewer                 50.00504
## Sam Brenner                  42.71261
## Andrew Norwell               64.94067
## Orlando Franklin             85.85766
## Mike Iupati                  89.94847
## Laurent Duvernay-Tardif      33.83270
## David Quessenberry           54.41518
## Kadeem Edwards               28.14178
## Ronald Leary                 80.83726
## Allen Barbre                 58.16259
## Bobby Hart                   17.74636
## Tyronne Green                41.11881
## Joel Bitonio                 91.11569
## Jon Asamoah                  77.63288
## J.R. Sweezy                  69.28626
## Zane Beadles                 66.61101
## Vladimir Ducasse             44.75831
## Jack Mewhort                 69.62596
## Larry Warford                79.43460
## Matt Tobin                   47.44663
## Josh Kline                   51.53997
## Josh LeRibeus                46.99003
## Quinton Spain                31.52747
## Tyler Shatley                27.86943
## T.J. Lang                    91.85127
## Tony Bergstrom               42.47044
## Shelley Smith                52.34194
## Marshal Yanda                97.47957
## Trent Brown                  12.91189
## Jarvis Harrison              35.49471
## Gabe Jackson                 71.51427
## Robert Myers                 14.32668
## John Jerry                   55.28835
## Brandon Brooks               87.78670
## Zach Fulton                  51.93642
## Laken Tomlinson              49.58925
## Arie Kouandjio               18.80458
## Justin McCray                35.86004
## Ramon Foster                 64.92752
## Willie Colon                 43.04157
## Ryan Wendell                 71.46921
## Kenny Wiggins                37.57385
## Mike Person                  46.10933
## Miles Dieffenbach            29.67641
## Louis Vasquez                72.01756
## Jon Feliciano                23.29868
## Logan Mankins                79.40561
## Khalif Barnes                44.60124
## Barrett Jones                47.38685
## Alvin Bailey                 68.92691
## Kevin Zeitler                89.53667
## Mark Glowinski               38.41960
## Bryce Quigley                26.47355
## William Campbell             29.36045
## Conor Boffeli                28.62839
## Bobby Vardaro                29.80946
## Eric Herman                  24.83162
## Troy Kropog                  39.32662
## Jahri Evans                  60.04224
## Patrick Omameh               46.78270
## John Miller                  38.95258
## Vinston Painter              37.31472
## Ryan Groy                    36.43089
## Jeff Linkenbach              46.09838
## Chris Scott                  39.93307
## Kyle Long                    85.14370
## Ben Garland                  36.40647
## Jared Smith                  46.90853
## Clint Boling                 78.46686
## Todd Herremans               62.88886
## Zack Martin                  91.50836
## Andy Levitre                 70.70541
## Senio Kelemete               40.78024
## Anthony Steen                20.49313
## Spencer Long                 46.24276
## Austin Shepherd              18.23075
## Billy Turner                 50.00791
## James Carpenter              63.60451
## A.J. Cann                    46.67706
## Brandon Linder               81.19011
## Brian Winters                31.03823
## Chris Chester                67.61145
## Hugh Thornton                53.77949
## Dakota Dozier                41.64810
## John Urschel                 57.30972
## Michael Ola                  43.67318
## Lane Taylor                  23.96868
## Earl Watford                 54.53992
## Dallas Thomas                42.13348
## Jah Reid                     50.61485
## Richie Incognito             64.92814
##                         Pulling Guard Power Blocker Balanced OG
## David DeCastro               80.76249      82.41456    81.21683
## Karim Barton                 19.14198      14.52881    15.53942
## Lamar Mady                   37.49711      36.12803    35.64070
## Joe Looney                   34.93163      34.90690    36.12695
## Brandon Thomas               34.93034      33.92737    34.37448
## Xavier Su'a-Filo             62.95955      47.44274    55.92566
## David Yankey                 51.19875      45.91094    48.38661
## Trai Turner                  76.32051      74.29327    75.36921
## Ben Grubbs                   78.94061      81.25035    80.69411
## Kelechi Osemele              71.19600      82.24359    76.44654
## Keavon Milton                50.14482      28.05668    41.99178
## Lance Louis                  57.89727      52.55045    57.90276
## Cyril Richardson             28.23818      22.34961    24.78201
## Alex Boone                   76.97208      85.45900    80.67805
## Paul Fanaika                 34.90729      51.50489    41.10422
## Amini Silatolu               45.27371      47.79803    47.28257
## Matt Slauson                 60.41264      74.48065    66.94655
## Shawn Lauvao                 56.13734      67.59063    61.41363
## Harland Gunn                 41.27325      39.91859    41.07574
## Al Bond                      24.44502      21.87259    22.85499
## Chance Warmack               78.22410      79.14777    77.83111
## Andrew Tiller                22.92785      21.42713    20.90352
## Alex Kupper                  38.65867      38.22697    37.87577
## Chris Williams               15.71687      36.39536    28.25764
## John Greco                   78.70393      82.12814    80.02320
## Ali Marpet                   54.12657      34.80035    45.37005
## Jonathan Cooper              55.92617      51.72112    55.65587
## Antoine McClain              21.46814      24.81752    22.47804
## Donald Thomas                49.96511      55.74480    54.55105
## Mackenzy Bernadeau           58.53682      64.48450    60.78129
## Dallas Reynolds              36.19694      40.40950    37.93605
## Mike McGlynn                 45.91077      53.81556    49.80965
## Chris Hubbard                56.78727      42.93166    51.71705
## Chad Slade                   31.34742      25.85440    28.28307
## Trey Hopkins                 31.83237      25.95461    28.04536
## Jon Halapio                  17.88782      15.00440    16.50396
## Jeff Allen                   53.14150      53.73076    54.68618
## David Arkin                  33.10548      25.27400    27.52125
## Dennis Kelly                 50.61599      47.04613    49.22112
## Adam Gettis                  36.01997      28.64702    34.66748
## Geoff Schwartz               42.74265      57.32566    49.43443
## Garth Gerhart                30.41768      34.39371    32.73370
## Josh Sitton                  85.63610      93.90055    89.85399
## Jordan Devey                 53.55371      50.67559    52.56358
## Andrew Donnal                29.98815      29.30683    30.51391
## Cody Wichmann                39.59533      23.07562    32.02152
## Takoby Cofield               33.49891      29.59734    30.94440
## Kristjan Sokoli              41.32262      13.93323    28.53928
## Johnnie Troutman             31.49529      40.63654    36.57042
## Tre Jackson                  35.94222      33.23412    32.65649
## Jamil Douglas                51.96947      36.69858    44.49367
## Rodger Saffold               65.54674      72.54928    70.21930
## Josue Matias                 28.32225      24.22948    25.51011
## Manny Ramirez                47.98313      65.65463    55.45555
## Brandon Fusco                64.13462      68.93687    66.76517
## Fernando Velasco             39.16952      53.48705    44.93334
## Andre Davis                  34.26167      20.08743    26.43605
## La'el Collins                53.16783      38.89276    45.30740
## James Brewer                 44.75050      45.77595    46.76707
## Sam Brenner                  49.08926      40.27302    45.64528
## Andrew Norwell               56.21742      63.14704    57.53115
## Orlando Franklin             78.32223      85.08724    81.14064
## Mike Iupati                  77.76204      83.71417    80.35569
## Laurent Duvernay-Tardif      54.44864      31.65150    44.17735
## David Quessenberry           64.76424      51.33401    59.32636
## Kadeem Edwards               37.63470      25.00751    30.23357
## Ronald Leary                 64.09016      72.25332    67.35980
## Allen Barbre                 62.39862      60.63373    63.42687
## Bobby Hart                   21.36164      21.12903    20.11557
## Tyronne Green                44.15620      43.17539    44.51377
## Joel Bitonio                 89.60630      85.95853    88.04918
## Jon Asamoah                  77.46638      79.43114    78.59409
## J.R. Sweezy                  59.71678      62.33696    63.00506
## Zane Beadles                 65.38880      74.08002    68.50077
## Vladimir Ducasse             47.19953      47.80921    48.50210
## Jack Mewhort                 62.98479      66.41278    63.39440
## Larry Warford                77.17385      83.18336    78.17902
## Matt Tobin                   54.33152      48.38265    52.81568
## Josh Kline                   55.34440      48.58434    52.80954
## Josh LeRibeus                46.14420      43.14691    44.55054
## Quinton Spain                39.33998      29.23650    33.70437
## Tyler Shatley                39.84921      29.60221    34.44614
## T.J. Lang                    86.07357      91.34424    88.45478
## Tony Bergstrom               43.87732      45.95861    44.92612
## Shelley Smith                53.13593      52.73593    54.41537
## Marshal Yanda                93.55894      95.99608    94.59468
## Trent Brown                  14.87109      11.12049    12.06686
## Jarvis Harrison              34.12505      25.24166    28.62504
## Gabe Jackson                 69.27966      74.99566    70.49239
## Robert Myers                 18.12427      12.92186    15.04955
## John Jerry                   39.81417      54.24529    46.78669
## Brandon Brooks               67.19538      77.03129    72.59498
## Zach Fulton                  55.11430      52.85004    53.77479
## Laken Tomlinson              52.86016      48.92798    50.33891
## Arie Kouandjio               11.87290      13.75412    12.75732
## Justin McCray                33.60142      33.55373    32.99168
## Ramon Foster                 55.86426      70.48859    61.97797
## Willie Colon                 36.99714      56.83040    46.64537
## Ryan Wendell                 57.33984      68.65665    63.83754
## Kenny Wiggins                38.27783      43.82199    40.29075
## Mike Person                  50.86881      49.91809    51.29260
## Miles Dieffenbach            19.49214      24.47933    22.40346
## Louis Vasquez                76.29936      85.75075    80.62924
## Jon Feliciano                29.40704      28.95397    29.02213
## Logan Mankins                67.36220      82.22461    75.43408
## Khalif Barnes                45.16110      57.28780    51.86867
## Barrett Jones                29.85831      43.48152    34.29740
## Alvin Bailey                 72.01951      66.28312    69.91835
## Kevin Zeitler                71.48822      83.23118    77.37831
## Mark Glowinski               54.62531      38.63371    47.57807
## Bryce Quigley                43.08787      32.81087    38.85250
## William Campbell             37.05790      32.21601    33.82905
## Conor Boffeli                42.16865      32.87259    37.48681
## Bobby Vardaro                37.37670      25.35456    30.54407
## Eric Herman                  36.99208      25.83947    29.92390
## Troy Kropog                  48.45443      43.10243    46.23070
## Jahri Evans                  57.02371      68.46637    63.44074
## Patrick Omameh               51.79598      49.72972    51.11403
## John Miller                  37.46624      37.21634    37.38542
## Vinston Painter              45.39065      33.91502    41.51095
## Ryan Groy                    53.21418      40.71005    46.86376
## Jeff Linkenbach              53.30082      57.23127    55.11818
## Chris Scott                  25.10432      39.65201    31.76961
## Kyle Long                    84.57543      83.45520    84.38511
## Ben Garland                  46.51245      37.45556    42.58194
## Jared Smith                  40.97882      37.66994    42.41395
## Clint Boling                 72.94110      78.64142    74.80310
## Todd Herremans               44.74961      63.31986    54.23944
## Zack Martin                  90.87163      89.93991    89.72369
## Andy Levitre                 69.82739      76.69312    73.40858
## Senio Kelemete               42.05607      40.80700    43.18717
## Anthony Steen                29.56961      21.01015    25.40137
## Spencer Long                 33.21896      33.02963    32.55663
## Austin Shepherd              27.51495      22.47066    25.23905
## Billy Turner                 60.64083      54.12447    56.80028
## James Carpenter              62.52527      68.16806    65.95497
## A.J. Cann                    44.26161      45.88164    42.74769
## Brandon Linder               77.72156      81.38365    78.23035
## Brian Winters                37.47065      38.46076    38.97681
## Chris Chester                67.14699      72.22635    70.74193
## Hugh Thornton                58.31298      57.24516    59.53261
## Dakota Dozier                40.39269      34.12957    36.30667
## John Urschel                 65.28072      66.08503    65.19448
## Michael Ola                  50.79513      50.27774    50.44661
## Lane Taylor                  30.57594      28.89824    29.27772
## Earl Watford                 64.40024      51.26621    59.02169
## Dallas Thomas                51.79628      48.45597    51.97257
## Jah Reid                     54.08305      51.10646    51.60975
## Richie Incognito             49.97460      59.07928    54.63101
##                         Fast Blocker Tough Blocker
## David DeCastro              82.35445      81.33072
## Karim Barton                12.10127      20.28868
## Lamar Mady                  33.48492      39.22502
## Joe Looney                  36.17492      33.76385
## Brandon Thomas              41.38093      30.42276
## Xavier Su'a-Filo            53.15611      55.76519
## David Yankey                47.36604      49.11517
## Trai Turner                 75.95508      74.82886
## Ben Grubbs                  80.22633      79.94275
## Kelechi Osemele             82.94304      73.77618
## Keavon Milton               38.13522      36.94090
## Lance Louis                 56.58143      53.29308
## Cyril Richardson            20.74248      28.03511
## Alex Boone                  82.52220      81.51693
## Paul Fanaika                40.85555      45.73196
## Amini Silatolu              48.85427      44.98255
## Matt Slauson                70.52226      66.89771
## Shawn Lauvao                62.50725      62.33930
## Harland Gunn                38.60899      41.59113
## Al Bond                     18.55774      26.18749
## Chance Warmack              75.54625      80.77729
## Andrew Tiller               17.50829      25.71381
## Alex Kupper                 34.86215      40.83991
## Chris Williams              52.78137      12.76670
## John Greco                  79.92589      81.06144
## Ali Marpet                  44.31967      43.13758
## Jonathan Cooper             62.47297      47.68690
## Antoine McClain             21.65292      24.37417
## Donald Thomas               62.83867      46.34849
## Mackenzy Bernadeau          58.65676      63.75053
## Dallas Reynolds             35.20339      40.48143
## Mike McGlynn                45.74826      52.69019
## Chris Hubbard               49.88542      48.65609
## Chad Slade                  24.79205      30.79264
## Trey Hopkins                24.82130      31.41671
## Jon Halapio                 18.55595      15.04398
## Jeff Allen                  57.01768      50.85052
## David Arkin                 25.97339      31.24314
## Dennis Kelly                46.39358      50.03312
## Adam Gettis                 40.08714      26.81107
## Geoff Schwartz              55.63462      47.42170
## Garth Gerhart               35.27635      30.71458
## Josh Sitton                 93.25494      88.88523
## Jordan Devey                47.81680      54.44588
## Andrew Donnal               30.73428      28.68202
## Cody Wichmann               28.12442      31.48230
## Takoby Cofield              25.78706      35.28205
## Kristjan Sokoli             25.66633      23.79717
## Johnnie Troutman            38.49860      34.61890
## Tre Jackson                 30.05229      38.00188
## Jamil Douglas               41.26646      45.32977
## Rodger Saffold              74.12334      65.82947
## Josue Matias                22.62245      28.64545
## Manny Ramirez               54.43601      59.74623
## Brandon Fusco               71.08927      63.83423
## Fernando Velasco            44.24837      48.52474
## Andre Davis                 22.30127      29.06117
## La'el Collins               43.31402      47.22966
## James Brewer                50.97969      41.38075
## Sam Brenner                 44.67577      43.94316
## Andrew Norwell              56.39441      62.69686
## Orlando Franklin            84.01613      81.08456
## Mike Iupati                 82.19715      80.47526
## Laurent Duvernay-Tardif     40.84670      42.49642
## David Quessenberry          55.85120      58.63247
## Kadeem Edwards              26.33176      33.82148
## Ronald Leary                69.45640      68.20300
## Allen Barbre                64.35455      59.03919
## Bobby Hart                  15.67347      25.53659
## Tyronne Green               43.68711      43.32666
## Joel Bitonio                89.63907      86.49776
## Jon Asamoah                 80.26952      77.35632
## J.R. Sweezy                 67.71047      56.22677
## Zane Beadles                67.58539      72.01157
## Vladimir Ducasse            47.22692      47.35926
## Jack Mewhort                62.10988      66.82716
## Larry Warford               76.88397      83.10668
## Matt Tobin                  50.03351      51.43439
## Josh Kline                  51.90895      51.45568
## Josh LeRibeus               45.10558      44.27265
## Quinton Spain               28.32715      37.61227
## Tyler Shatley               30.91871      36.50923
## T.J. Lang                   89.80038      88.75939
## Tony Bergstrom              42.89709      46.22559
## Shelley Smith               54.43405      51.50847
## Marshal Yanda               95.68620      94.56575
## Trent Brown                 11.11324      14.22525
## Jarvis Harrison             30.10394      29.13802
## Gabe Jackson                70.89480      73.77466
## Robert Myers                13.64902      16.39238
## John Jerry                  52.46721      44.31660
## Brandon Brooks              80.59198      66.92730
## Zach Fulton                 51.73752      55.31883
## Laken Tomlinson             48.16892      52.57615
## Arie Kouandjio              15.96640      11.17243
## Justin McCray               31.55310      35.02755
## Ramon Foster                64.06317      64.09959
## Willie Colon                52.66247      44.14640
## Ryan Wendell                65.24074      62.06778
## Kenny Wiggins               36.48084      44.32294
## Mike Person                 49.76976      50.42900
## Miles Dieffenbach           26.68243      19.29636
## Louis Vasquez               79.82774      82.91444
## Jon Feliciano               25.79703      31.36098
## Logan Mankins               77.76666      74.49075
## Khalif Barnes               53.40349      50.19795
## Barrett Jones               38.49087      36.51780
## Alvin Bailey                69.76042      68.40109
## Kevin Zeitler               84.11952      74.03638
## Mark Glowinski              45.09049      46.46537
## Bryce Quigley               35.08702      38.78254
## William Campbell            29.56757      37.87510
## Conor Boffeli               34.02361      39.14558
## Bobby Vardaro               26.50033      33.76814
## Eric Herman                 23.75060      36.13978
## Troy Kropog                 44.62756      46.09158
## Jahri Evans                 63.46357      62.80803
## Patrick Omameh              48.43328      51.97231
## John Miller                 38.23204      36.78022
## Vinston Painter             44.14657      35.72214
## Ryan Groy                   41.65504      49.66591
## Jeff Linkenbach             52.79534      56.97091
## Chris Scott                 38.67336      28.89818
## Kyle Long                   86.80661      81.97927
## Ben Garland                 39.26339      42.97914
## Jared Smith                 50.72522      31.67705
## Clint Boling                72.32462      78.46627
## Todd Herremans              58.09945      52.45223
## Zack Martin                 90.02840      90.82806
## Andy Levitre                71.27141      74.86014
## Senio Kelemete              44.70025      38.84515
## Anthony Steen               24.61161      24.94808
## Spencer Long                37.99920      30.47815
## Austin Shepherd             20.80608      27.29267
## Billy Turner                53.42675      59.73119
## James Carpenter             68.67598      63.37303
## A.J. Cann                   39.52702      49.34237
## Brandon Linder              78.92891      80.59121
## Brian Winters               36.56640      38.51606
## Chris Chester               74.21744      66.71396
## Hugh Thornton               62.22537      54.38842
## Dakota Dozier               34.40960      39.01567
## John Urschel                62.48392      67.76240
## Michael Ola                 47.80914      52.19733
## Lane Taylor                 26.29375      31.99865
## Earl Watford                55.52482      58.50847
## Dallas Thomas               50.20042      49.32322
## Jah Reid                    47.50724      55.87637
## Richie Incognito            61.36800      50.69328
##                         Pulling Guard Pass Blocker Balanced OG Run Blocker
## David DeCastro               80.29815     83.49291    81.34975    79.89308
## Karim Barton                 11.81661     13.23561    12.88325    14.84264
## Lamar Mady                   31.80429     35.31732    33.80040    35.80596
## Joe Looney                   38.97091     33.19262    36.61747    37.26089
## Brandon Thomas               48.39323     44.59918    47.61613    50.95851
## Xavier Su'a-Filo             62.37239     50.00899    56.51045    54.01101
## David Yankey                 53.76376     47.71958    52.58708    58.05930
## Trai Turner                  75.97456     76.05295    75.17493    71.77968
## Ben Grubbs                   77.17432     78.34411    76.65283    72.40065
## Kelechi Osemele              81.98273     87.05106    85.43326    89.34496
## Keavon Milton                56.01934     28.92245    42.19121    35.45382
## Lance Louis                  61.77104     49.35825    55.09628    49.50334
## Cyril Richardson             21.60334     20.09564    21.08047    21.59974
## Alex Boone                   77.99258     85.55766    82.42811    85.82188
## Paul Fanaika                 26.00268     45.34029    33.91920    34.32753
## Amini Silatolu               50.29685     47.72544    49.45024    50.45379
## Matt Slauson                 63.82125     74.04067    69.74508    74.78522
## Shawn Lauvao                 52.20560     64.15903    57.04420    55.55369
## Harland Gunn                 38.82619     36.41880    37.73458    37.52814
## Al Bond                      18.18544     17.53256    18.39414    20.38851
## Chance Warmack               74.94414     77.19943    77.28901    82.17454
## Andrew Tiller                16.66588     19.39212    18.83384    23.19558
## Alex Kupper                  31.40386     34.92242    32.50437    30.99780
## Chris Williams               55.30643     53.98070    53.15913    46.96948
## John Greco                   78.96340     81.49112    81.05874    84.61644
## Ali Marpet                   59.19742     41.16936    51.03362    49.29496
## Jonathan Cooper              70.38329     60.77465    65.23697    60.61991
## Antoine McClain              18.97780     22.83219    21.13048    23.36098
## Donald Thomas                67.91275     62.63105    65.90161    66.74774
## Mackenzy Bernadeau           53.63477     60.04760    57.44913    61.45920
## Dallas Reynolds              31.38026     35.17313    33.64945    36.28554
## Mike McGlynn                 34.14702     43.63324    36.71280    31.35479
## Chris Hubbard                57.98575     44.15537    50.01204    42.01542
## Chad Slade                   25.14006     23.71605    24.32209    23.54375
## Trey Hopkins                 25.38102     25.13906    25.44149    26.08872
## Jon Halapio                  23.26199     19.00269    21.73148    23.16395
## Jeff Allen                   61.46680     55.38984    59.09883    59.93132
## David Arkin                  28.90503     28.83519    29.64031    32.71289
## Dennis Kelly                 44.48086     43.64104    42.61892    36.87850
## Adam Gettis                  53.57041     36.00936    45.29358    42.86915
## Geoff Schwartz               51.14723     59.91738    56.46946    62.32110
## Garth Gerhart                34.41636     35.30211    34.66790    34.17203
## Josh Sitton                  89.26229     95.27934    92.41647    92.83857
## Jordan Devey                 45.83767     44.26448    44.43333    41.60956
## Andrew Donnal                33.10621     28.74193    31.08966    30.65672
## Cody Wichmann                36.52473     23.47602    29.10845    23.60547
## Takoby Cofield               24.72299     24.95015    25.20001    26.71121
## Kristjan Sokoli              49.95960     18.35734    33.30939    27.33136
## Johnnie Troutman             32.68622     38.00376    34.12542    31.04792
## Tre Jackson                  30.76596     34.17140    34.08793    41.76789
## Jamil Douglas                47.97150     38.82122    42.66347    37.52560
## Rodger Saffold               70.34245     72.71794    69.76184    63.11987
## Josue Matias                 20.36546     22.58380    20.64313    18.19312
## Manny Ramirez                40.05235     58.04606    48.84051    53.15073
## Brandon Fusco                69.97547     72.58031    70.59842    68.57588
## Fernando Velasco             32.28454     47.64521    39.09206    40.74009
## Andre Davis                  25.21606     20.66527    21.80744    16.84746
## La'el Collins                55.00200     44.42313    52.07705    58.32066
## James Brewer                 55.87000     49.05661    52.83675    52.36931
## Sam Brenner                  51.91992     41.86481    47.27215    46.05831
## Andrew Norwell               49.20715     61.49030    56.08331    62.01044
## Orlando Franklin             79.67063     86.82741    83.08703    83.47687
## Mike Iupati                  82.56879     84.75383    85.15079    90.43783
## Laurent Duvernay-Tardif      55.24564     35.50242    45.15476    39.42215
## David Quessenberry           65.77395     51.57702    59.77856    59.57635
## Kadeem Edwards               31.41136     26.43748    29.40674    30.10809
## Ronald Leary                 68.80571     73.30383    73.10549    81.21975
## Allen Barbre                 68.03040     59.89677    63.78030    60.44197
## Bobby Hart                   12.61385     16.26198    14.62395    16.78251
## Tyronne Green                45.44388     41.62955    43.47240    42.19710
## Joel Bitonio                 93.12731     90.04343    91.99006    92.30069
## Jon Asamoah                  78.81163     80.52939    78.93046    76.36987
## J.R. Sweezy                  73.67136     65.55454    70.78166    72.59035
## Zane Beadles                 56.31139     70.51993    62.34278    61.20654
## Vladimir Ducasse             47.94648     44.38866    46.32339    45.96023
## Jack Mewhort                 59.27548     65.06936    63.29111    68.92524
## Larry Warford                65.92857     81.44199    73.40699    74.30915
## Matt Tobin                   55.43560     45.20697    51.07784    51.17876
## Josh Kline                   58.09382     49.53832    54.49601    54.68982
## Josh LeRibeus                48.02183     45.39055    47.15341    48.17791
## Quinton Spain                32.60958     27.23279    31.05785    34.30008
## Tyler Shatley                33.92928     29.46274    31.33205    28.85675
## T.J. Lang                    86.67777     91.48349    89.29375    90.63422
## Tony Bergstrom               40.29036     41.65155    41.14698    42.22066
## Shelley Smith                57.89122     51.26061    54.98480    54.67998
## Marshal Yanda                95.11534     96.76652    96.20835    97.25959
## Trent Brown                  11.51296     12.67451    12.11894    12.58450
## Jarvis Harrison              36.82163     33.46506    35.70332    37.02482
## Gabe Jackson                 62.13192     74.91433    67.64440    66.67997
## Robert Myers                 15.76702     13.85521    14.94846    15.03411
## John Jerry                   45.96204     55.64155    50.53608    52.16407
## Brandon Brooks               82.88527     83.82221    84.42027    88.33693
## Zach Fulton                  51.71782     51.54960    51.73333    52.07550
## Laken Tomlinson              48.83212     48.62985    48.97394    49.86663
## Arie Kouandjio               17.11841     17.59308    17.64043    18.92271
## Justin McCray                31.56945     32.90686    32.93108    36.08876
## Ramon Foster                 51.48595     68.36450    58.92878    58.83917
## Willie Colon                 36.97555     54.86206    42.54805    35.01713
## Ryan Wendell                 63.83912     64.84974    66.03958    72.57374
## Kenny Wiggins                30.24176     36.63280    33.48238    35.69630
## Mike Person                  50.45340     47.14288    48.60101    46.91969
## Miles Dieffenbach            27.90316     27.51765    28.25009    30.29382
## Louis Vasquez                64.83215     80.75321    70.69350    64.28091
## Jon Feliciano                23.05081     24.57872    23.46245    22.54887
## Logan Mankins                69.66109     78.53210    74.37155    77.04818
## Khalif Barnes                43.24776     52.02542    45.60846    40.24997
## Barrett Jones                29.46876     45.70252    37.39520    42.37785
## Alvin Bailey                 74.82317     68.13699    71.88737    71.25872
## Kevin Zeitler                82.40038     87.50013    85.60275    88.68170
## Mark Glowinski               54.10467     40.96979    47.09523    41.88885
## Bryce Quigley                38.59914     30.73674    33.58499    27.77872
## William Campbell             28.51612     29.33566    28.91523    29.10633
## Conor Boffeli                35.80368     31.90883    33.05430    29.06056
## Bobby Vardaro                32.73322     26.26197    30.45100    32.73774
## Eric Herman                  24.99904     23.74332    24.66325    25.48110
## Troy Kropog                  46.29038     42.62461    43.68574    39.72591
## Jahri Evans                  55.71023     61.92713    58.25170    57.65549
## Patrick Omameh               48.88053     46.40954    47.78368    47.64435
## John Miller                  38.99800     38.39267    38.84609    39.26901
## Vinston Painter              55.34313     40.27548    47.28737    41.26353
## Ryan Groy                    44.79275     39.30397    41.39706    37.46774
## Jeff Linkenbach              45.38810     51.96592    47.08619    42.74800
## Chris Scott                  31.57972     42.79900    36.15019    35.74087
## Kyle Long                    88.42228     86.85417    87.29023    85.30769
## Ben Garland                  44.24287     36.27507    40.39228    38.90473
## Jared Smith                  63.41493     46.75116    55.55313    52.27642
## Clint Boling                 67.03465     74.46255    71.82642    77.29916
## Todd Herremans               50.19752     59.57281    55.59656    60.77140
## Zack Martin                  89.57959     91.63359    90.57557    90.86031
## Andy Levitre                 65.34054     70.21315    67.85072    69.32549
## Senio Kelemete               49.40515     41.13310    45.30974    43.27913
## Anthony Steen                28.80522     23.27285    25.31003    21.43939
## Spencer Long                 42.60195     41.85267    43.33028    47.46833
## Austin Shepherd              21.39153     18.18317    19.82096    19.22056
## Billy Turner                 52.81694     53.20073    52.20652    49.17525
## James Carpenter              65.39140     68.33803    65.64464    61.54377
## A.J. Cann                    34.51533     44.06103    39.65993    44.14904
## Brandon Linder               73.81834     82.51024    77.88429    78.23294
## Brian Winters                34.69934     32.57807    33.28016    31.34668
## Chris Chester                71.91413     72.95668    71.11534    66.00513
## Hugh Thornton                64.72312     58.70555    60.66904    54.64929
## Dakota Dozier                38.65072     35.98801    38.76627    43.80888
## John Urschel                 56.68594     62.26011    58.14937    54.39503
## Michael Ola                  44.89175     46.86325    45.04319    42.35372
## Lane Taylor                  23.74224     25.79794    24.26767    22.94505
## Earl Watford                 65.30631     51.48465    59.53304    59.61857
## Dallas Thomas                52.97598     44.73225    48.34698    44.12117
## Jah Reid                     46.51440     48.35962    47.96296    50.53399
## Richie Incognito             60.03505     63.85691    62.16133    63.98789
##                         Power Blocker V6
## David DeCastro               81.43126 87
## Karim Barton                 14.95013 60
## Lamar Mady                   36.64843 70
## Joe Looney                   35.02090 68
## Brandon Thomas               48.81558 73
## Xavier Su'a-Filo             50.04723 74
## David Yankey                 54.65140 73
## Trai Turner                  72.60584 83
## Ben Grubbs                   73.86968 85
## Kelechi Osemele              89.95727 90
## Keavon Milton                27.80463 65
## Lance Louis                  46.23651 73
## Cyril Richardson             20.92930 64
## Alex Boone                   87.38259 88
## Paul Fanaika                 41.46061 74
## Amini Silatolu               49.29357 74
## Matt Slauson                 76.99077 84
## Shawn Lauvao                 60.23869 80
## Harland Gunn                 36.70774 70
## Al Bond                      19.66970 62
## Chance Warmack               81.82274 84
## Andrew Tiller                23.28489 63
## Alex Kupper                  32.59425 70
## Chris Williams               47.90148 75
## John Greco                   84.63754 86
## Ali Marpet                   43.14759 70
## Jonathan Cooper              58.02770 77
## Antoine McClain              24.33594 65
## Donald Thomas                64.64903 78
## Mackenzy Bernadeau           62.80670 78
## Dallas Reynolds              37.09521 70
## Mike McGlynn                 35.84663 73
## Chris Hubbard                38.91799 72
## Chad Slade                   23.21641 65
## Trey Hopkins                 25.85128 65
## Jon Halapio                  21.24990 63
## Jeff Allen                   57.54322 75
## David Arkin                  31.97237 67
## Dennis Kelly                 37.87735 72
## Adam Gettis                  37.15799 68
## Geoff Schwartz               64.05258 78
## Garth Gerhart                34.60424 70
## Josh Sitton                  94.66543 97
## Jordan Devey                 41.69008 73
## Andrew Donnal                29.19696 66
## Cody Wichmann                20.68253 64
## Takoby Cofield               26.44648 65
## Kristjan Sokoli              18.68600 60
## Johnnie Troutman             33.60972 70
## Tre Jackson                  41.30065 70
## Jamil Douglas                35.49895 70
## Rodger Saffold               65.61978 83
## Josue Matias                 19.48564 65
## Manny Ramirez                58.66638 79
## Brandon Fusco                70.01235 82
## Fernando Velasco             46.05580 74
## Andre Davis                  16.52485 64
## La'el Collins                53.09845 72
## James Brewer                 50.00504 74
## Sam Brenner                  42.71261 71
## Andrew Norwell               64.94067 79
## Orlando Franklin             85.85766 90
## Mike Iupati                  89.94847 88
## Laurent Duvernay-Tardif      33.83270 68
## David Quessenberry           54.41518 73
## Kadeem Edwards               28.14178 66
## Ronald Leary                 80.83726 83
## Allen Barbre                 58.16259 77
## Bobby Hart                   17.74636 62
## Tyronne Green                41.11881 71
## Joel Bitonio                 91.11569 91
## Jon Asamoah                  77.63288 85
## J.R. Sweezy                  69.28626 79
## Zane Beadles                 66.61101 83
## Vladimir Ducasse             44.75831 72
## Jack Mewhort                 69.62596 80
## Larry Warford                79.43460 87
## Matt Tobin                   47.44663 72
## Josh Kline                   51.53997 73
## Josh LeRibeus                46.99003 73
## Quinton Spain                31.52747 66
## Tyler Shatley                27.86943 67
## T.J. Lang                    91.85127 92
## Tony Bergstrom               42.47044 72
## Shelley Smith                52.34194 75
## Marshal Yanda                97.47957 98
## Trent Brown                  12.91189 60
## Jarvis Harrison              35.49471 68
## Gabe Jackson                 71.51427 84
## Robert Myers                 14.32668 60
## John Jerry                   55.28835 77
## Brandon Brooks               87.78670 87
## Zach Fulton                  51.93642 74
## Laken Tomlinson              49.58925 74
## Arie Kouandjio               18.80458 62
## Justin McCray                35.86004 69
## Ramon Foster                 64.92752 82
## Willie Colon                 43.04157 77
## Ryan Wendell                 71.46921 79
## Kenny Wiggins                37.57385 70
## Mike Person                  46.10933 73
## Miles Dieffenbach            29.67641 66
## Louis Vasquez                72.01756 86
## Jon Feliciano                23.29868 65
## Logan Mankins                79.40561 86
## Khalif Barnes                44.60124 75
## Barrett Jones                47.38685 74
## Alvin Bailey                 68.92691 80
## Kevin Zeitler                89.53667 89
## Mark Glowinski               38.41960 71
## Bryce Quigley                26.47355 67
## William Campbell             29.36045 67
## Conor Boffeli                28.62839 68
## Bobby Vardaro                29.80946 65
## Eric Herman                  24.83162 65
## Troy Kropog                  39.32662 72
## Jahri Evans                  60.04224 78
## Patrick Omameh               46.78270 73
## John Miller                  38.95258 71
## Vinston Painter              37.31472 70
## Ryan Groy                    36.43089 71
## Jeff Linkenbach              46.09838 75
## Chris Scott                  39.93307 72
## Kyle Long                    85.14370 88
## Ben Garland                  36.40647 69
## Jared Smith                  46.90853 72
## Clint Boling                 78.46686 84
## Todd Herremans               62.88886 78
## Zack Martin                  91.50836 92
## Andy Levitre                 70.70541 82
## Senio Kelemete               40.78024 71
## Anthony Steen                20.49313 65
## Spencer Long                 46.24276 71
## Austin Shepherd              18.23075 62
## Billy Turner                 50.00791 75
## James Carpenter              63.60451 80
## A.J. Cann                    46.67706 73
## Brandon Linder               81.19011 87
## Brian Winters                31.03823 69
## Chris Chester                67.61145 83
## Hugh Thornton                53.77949 76
## Dakota Dozier                41.64810 69
## John Urschel                 57.30972 78
## Michael Ola                  43.67318 74
## Lane Taylor                  23.96868 66
## Earl Watford                 54.53992 74
## Dallas Thomas                42.13348 72
## Jah Reid                     50.61485 74
## Richie Incognito             64.92814 79
##                         Pulling Guard Power Blocker Balanced OG
## David DeCastro               80.76249      82.41456    81.21683
## Karim Barton                 19.14198      14.52881    15.53942
## Lamar Mady                   37.49711      36.12803    35.64070
## Joe Looney                   34.93163      34.90690    36.12695
## Brandon Thomas               34.93034      33.92737    34.37448
## Xavier Su'a-Filo             62.95955      47.44274    55.92566
## David Yankey                 51.19875      45.91094    48.38661
## Trai Turner                  76.32051      74.29327    75.36921
## Ben Grubbs                   78.94061      81.25035    80.69411
## Kelechi Osemele              71.19600      82.24359    76.44654
## Keavon Milton                50.14482      28.05668    41.99178
## Lance Louis                  57.89727      52.55045    57.90276
## Cyril Richardson             28.23818      22.34961    24.78201
## Alex Boone                   76.97208      85.45900    80.67805
## Paul Fanaika                 34.90729      51.50489    41.10422
## Amini Silatolu               45.27371      47.79803    47.28257
## Matt Slauson                 60.41264      74.48065    66.94655
## Shawn Lauvao                 56.13734      67.59063    61.41363
## Harland Gunn                 41.27325      39.91859    41.07574
## Al Bond                      24.44502      21.87259    22.85499
## Chance Warmack               78.22410      79.14777    77.83111
## Andrew Tiller                22.92785      21.42713    20.90352
## Alex Kupper                  38.65867      38.22697    37.87577
## Chris Williams               15.71687      36.39536    28.25764
## John Greco                   78.70393      82.12814    80.02320
## Ali Marpet                   54.12657      34.80035    45.37005
## Jonathan Cooper              55.92617      51.72112    55.65587
## Antoine McClain              21.46814      24.81752    22.47804
## Donald Thomas                49.96511      55.74480    54.55105
## Mackenzy Bernadeau           58.53682      64.48450    60.78129
## Dallas Reynolds              36.19694      40.40950    37.93605
## Mike McGlynn                 45.91077      53.81556    49.80965
## Chris Hubbard                56.78727      42.93166    51.71705
## Chad Slade                   31.34742      25.85440    28.28307
## Trey Hopkins                 31.83237      25.95461    28.04536
## Jon Halapio                  17.88782      15.00440    16.50396
## Jeff Allen                   53.14150      53.73076    54.68618
## David Arkin                  33.10548      25.27400    27.52125
## Dennis Kelly                 50.61599      47.04613    49.22112
## Adam Gettis                  36.01997      28.64702    34.66748
## Geoff Schwartz               42.74265      57.32566    49.43443
## Garth Gerhart                30.41768      34.39371    32.73370
## Josh Sitton                  85.63610      93.90055    89.85399
## Jordan Devey                 53.55371      50.67559    52.56358
## Andrew Donnal                29.98815      29.30683    30.51391
## Cody Wichmann                39.59533      23.07562    32.02152
## Takoby Cofield               33.49891      29.59734    30.94440
## Kristjan Sokoli              41.32262      13.93323    28.53928
## Johnnie Troutman             31.49529      40.63654    36.57042
## Tre Jackson                  35.94222      33.23412    32.65649
## Jamil Douglas                51.96947      36.69858    44.49367
## Rodger Saffold               65.54674      72.54928    70.21930
## Josue Matias                 28.32225      24.22948    25.51011
## Manny Ramirez                47.98313      65.65463    55.45555
## Brandon Fusco                64.13462      68.93687    66.76517
## Fernando Velasco             39.16952      53.48705    44.93334
## Andre Davis                  34.26167      20.08743    26.43605
## La'el Collins                53.16783      38.89276    45.30740
## James Brewer                 44.75050      45.77595    46.76707
## Sam Brenner                  49.08926      40.27302    45.64528
## Andrew Norwell               56.21742      63.14704    57.53115
## Orlando Franklin             78.32223      85.08724    81.14064
## Mike Iupati                  77.76204      83.71417    80.35569
## Laurent Duvernay-Tardif      54.44864      31.65150    44.17735
## David Quessenberry           64.76424      51.33401    59.32636
## Kadeem Edwards               37.63470      25.00751    30.23357
## Ronald Leary                 64.09016      72.25332    67.35980
## Allen Barbre                 62.39862      60.63373    63.42687
## Bobby Hart                   21.36164      21.12903    20.11557
## Tyronne Green                44.15620      43.17539    44.51377
## Joel Bitonio                 89.60630      85.95853    88.04918
## Jon Asamoah                  77.46638      79.43114    78.59409
## J.R. Sweezy                  59.71678      62.33696    63.00506
## Zane Beadles                 65.38880      74.08002    68.50077
## Vladimir Ducasse             47.19953      47.80921    48.50210
## Jack Mewhort                 62.98479      66.41278    63.39440
## Larry Warford                77.17385      83.18336    78.17902
## Matt Tobin                   54.33152      48.38265    52.81568
## Josh Kline                   55.34440      48.58434    52.80954
## Josh LeRibeus                46.14420      43.14691    44.55054
## Quinton Spain                39.33998      29.23650    33.70437
## Tyler Shatley                39.84921      29.60221    34.44614
## T.J. Lang                    86.07357      91.34424    88.45478
## Tony Bergstrom               43.87732      45.95861    44.92612
## Shelley Smith                53.13593      52.73593    54.41537
## Marshal Yanda                93.55894      95.99608    94.59468
## Trent Brown                  14.87109      11.12049    12.06686
## Jarvis Harrison              34.12505      25.24166    28.62504
## Gabe Jackson                 69.27966      74.99566    70.49239
## Robert Myers                 18.12427      12.92186    15.04955
## John Jerry                   39.81417      54.24529    46.78669
## Brandon Brooks               67.19538      77.03129    72.59498
## Zach Fulton                  55.11430      52.85004    53.77479
## Laken Tomlinson              52.86016      48.92798    50.33891
## Arie Kouandjio               11.87290      13.75412    12.75732
## Justin McCray                33.60142      33.55373    32.99168
## Ramon Foster                 55.86426      70.48859    61.97797
## Willie Colon                 36.99714      56.83040    46.64537
## Ryan Wendell                 57.33984      68.65665    63.83754
## Kenny Wiggins                38.27783      43.82199    40.29075
## Mike Person                  50.86881      49.91809    51.29260
## Miles Dieffenbach            19.49214      24.47933    22.40346
## Louis Vasquez                76.29936      85.75075    80.62924
## Jon Feliciano                29.40704      28.95397    29.02213
## Logan Mankins                67.36220      82.22461    75.43408
## Khalif Barnes                45.16110      57.28780    51.86867
## Barrett Jones                29.85831      43.48152    34.29740
## Alvin Bailey                 72.01951      66.28312    69.91835
## Kevin Zeitler                71.48822      83.23118    77.37831
## Mark Glowinski               54.62531      38.63371    47.57807
## Bryce Quigley                43.08787      32.81087    38.85250
## William Campbell             37.05790      32.21601    33.82905
## Conor Boffeli                42.16865      32.87259    37.48681
## Bobby Vardaro                37.37670      25.35456    30.54407
## Eric Herman                  36.99208      25.83947    29.92390
## Troy Kropog                  48.45443      43.10243    46.23070
## Jahri Evans                  57.02371      68.46637    63.44074
## Patrick Omameh               51.79598      49.72972    51.11403
## John Miller                  37.46624      37.21634    37.38542
## Vinston Painter              45.39065      33.91502    41.51095
## Ryan Groy                    53.21418      40.71005    46.86376
## Jeff Linkenbach              53.30082      57.23127    55.11818
## Chris Scott                  25.10432      39.65201    31.76961
## Kyle Long                    84.57543      83.45520    84.38511
## Ben Garland                  46.51245      37.45556    42.58194
## Jared Smith                  40.97882      37.66994    42.41395
## Clint Boling                 72.94110      78.64142    74.80310
## Todd Herremans               44.74961      63.31986    54.23944
## Zack Martin                  90.87163      89.93991    89.72369
## Andy Levitre                 69.82739      76.69312    73.40858
## Senio Kelemete               42.05607      40.80700    43.18717
## Anthony Steen                29.56961      21.01015    25.40137
## Spencer Long                 33.21896      33.02963    32.55663
## Austin Shepherd              27.51495      22.47066    25.23905
## Billy Turner                 60.64083      54.12447    56.80028
## James Carpenter              62.52527      68.16806    65.95497
## A.J. Cann                    44.26161      45.88164    42.74769
## Brandon Linder               77.72156      81.38365    78.23035
## Brian Winters                37.47065      38.46076    38.97681
## Chris Chester                67.14699      72.22635    70.74193
## Hugh Thornton                58.31298      57.24516    59.53261
## Dakota Dozier                40.39269      34.12957    36.30667
## John Urschel                 65.28072      66.08503    65.19448
## Michael Ola                  50.79513      50.27774    50.44661
## Lane Taylor                  30.57594      28.89824    29.27772
## Earl Watford                 64.40024      51.26621    59.02169
## Dallas Thomas                51.79628      48.45597    51.97257
## Jah Reid                     54.08305      51.10646    51.60975
## Richie Incognito             49.97460      59.07928    54.63101
##                         Fast Blocker Tough Blocker V6
## David DeCastro              82.35445      81.33072 87
## Karim Barton                12.10127      20.28868 60
## Lamar Mady                  33.48492      39.22502 70
## Joe Looney                  36.17492      33.76385 68
## Brandon Thomas              41.38093      30.42276 73
## Xavier Su'a-Filo            53.15611      55.76519 74
## David Yankey                47.36604      49.11517 73
## Trai Turner                 75.95508      74.82886 83
## Ben Grubbs                  80.22633      79.94275 85
## Kelechi Osemele             82.94304      73.77618 90
## Keavon Milton               38.13522      36.94090 65
## Lance Louis                 56.58143      53.29308 73
## Cyril Richardson            20.74248      28.03511 64
## Alex Boone                  82.52220      81.51693 88
## Paul Fanaika                40.85555      45.73196 74
## Amini Silatolu              48.85427      44.98255 74
## Matt Slauson                70.52226      66.89771 84
## Shawn Lauvao                62.50725      62.33930 80
## Harland Gunn                38.60899      41.59113 70
## Al Bond                     18.55774      26.18749 62
## Chance Warmack              75.54625      80.77729 84
## Andrew Tiller               17.50829      25.71381 63
## Alex Kupper                 34.86215      40.83991 70
## Chris Williams              52.78137      12.76670 75
## John Greco                  79.92589      81.06144 86
## Ali Marpet                  44.31967      43.13758 70
## Jonathan Cooper             62.47297      47.68690 77
## Antoine McClain             21.65292      24.37417 65
## Donald Thomas               62.83867      46.34849 78
## Mackenzy Bernadeau          58.65676      63.75053 78
## Dallas Reynolds             35.20339      40.48143 70
## Mike McGlynn                45.74826      52.69019 73
## Chris Hubbard               49.88542      48.65609 72
## Chad Slade                  24.79205      30.79264 65
## Trey Hopkins                24.82130      31.41671 65
## Jon Halapio                 18.55595      15.04398 63
## Jeff Allen                  57.01768      50.85052 75
## David Arkin                 25.97339      31.24314 67
## Dennis Kelly                46.39358      50.03312 72
## Adam Gettis                 40.08714      26.81107 68
## Geoff Schwartz              55.63462      47.42170 78
## Garth Gerhart               35.27635      30.71458 70
## Josh Sitton                 93.25494      88.88523 97
## Jordan Devey                47.81680      54.44588 73
## Andrew Donnal               30.73428      28.68202 66
## Cody Wichmann               28.12442      31.48230 64
## Takoby Cofield              25.78706      35.28205 65
## Kristjan Sokoli             25.66633      23.79717 60
## Johnnie Troutman            38.49860      34.61890 70
## Tre Jackson                 30.05229      38.00188 70
## Jamil Douglas               41.26646      45.32977 70
## Rodger Saffold              74.12334      65.82947 83
## Josue Matias                22.62245      28.64545 65
## Manny Ramirez               54.43601      59.74623 79
## Brandon Fusco               71.08927      63.83423 82
## Fernando Velasco            44.24837      48.52474 74
## Andre Davis                 22.30127      29.06117 64
## La'el Collins               43.31402      47.22966 72
## James Brewer                50.97969      41.38075 74
## Sam Brenner                 44.67577      43.94316 71
## Andrew Norwell              56.39441      62.69686 79
## Orlando Franklin            84.01613      81.08456 90
## Mike Iupati                 82.19715      80.47526 88
## Laurent Duvernay-Tardif     40.84670      42.49642 68
## David Quessenberry          55.85120      58.63247 73
## Kadeem Edwards              26.33176      33.82148 66
## Ronald Leary                69.45640      68.20300 83
## Allen Barbre                64.35455      59.03919 77
## Bobby Hart                  15.67347      25.53659 62
## Tyronne Green               43.68711      43.32666 71
## Joel Bitonio                89.63907      86.49776 91
## Jon Asamoah                 80.26952      77.35632 85
## J.R. Sweezy                 67.71047      56.22677 79
## Zane Beadles                67.58539      72.01157 83
## Vladimir Ducasse            47.22692      47.35926 72
## Jack Mewhort                62.10988      66.82716 80
## Larry Warford               76.88397      83.10668 87
## Matt Tobin                  50.03351      51.43439 72
## Josh Kline                  51.90895      51.45568 73
## Josh LeRibeus               45.10558      44.27265 73
## Quinton Spain               28.32715      37.61227 66
## Tyler Shatley               30.91871      36.50923 67
## T.J. Lang                   89.80038      88.75939 92
## Tony Bergstrom              42.89709      46.22559 72
## Shelley Smith               54.43405      51.50847 75
## Marshal Yanda               95.68620      94.56575 98
## Trent Brown                 11.11324      14.22525 60
## Jarvis Harrison             30.10394      29.13802 68
## Gabe Jackson                70.89480      73.77466 84
## Robert Myers                13.64902      16.39238 60
## John Jerry                  52.46721      44.31660 77
## Brandon Brooks              80.59198      66.92730 87
## Zach Fulton                 51.73752      55.31883 74
## Laken Tomlinson             48.16892      52.57615 74
## Arie Kouandjio              15.96640      11.17243 62
## Justin McCray               31.55310      35.02755 69
## Ramon Foster                64.06317      64.09959 82
## Willie Colon                52.66247      44.14640 77
## Ryan Wendell                65.24074      62.06778 79
## Kenny Wiggins               36.48084      44.32294 70
## Mike Person                 49.76976      50.42900 73
## Miles Dieffenbach           26.68243      19.29636 66
## Louis Vasquez               79.82774      82.91444 86
## Jon Feliciano               25.79703      31.36098 65
## Logan Mankins               77.76666      74.49075 86
## Khalif Barnes               53.40349      50.19795 75
## Barrett Jones               38.49087      36.51780 74
## Alvin Bailey                69.76042      68.40109 80
## Kevin Zeitler               84.11952      74.03638 89
## Mark Glowinski              45.09049      46.46537 71
## Bryce Quigley               35.08702      38.78254 67
## William Campbell            29.56757      37.87510 67
## Conor Boffeli               34.02361      39.14558 68
## Bobby Vardaro               26.50033      33.76814 65
## Eric Herman                 23.75060      36.13978 65
## Troy Kropog                 44.62756      46.09158 72
## Jahri Evans                 63.46357      62.80803 78
## Patrick Omameh              48.43328      51.97231 73
## John Miller                 38.23204      36.78022 71
## Vinston Painter             44.14657      35.72214 70
## Ryan Groy                   41.65504      49.66591 71
## Jeff Linkenbach             52.79534      56.97091 75
## Chris Scott                 38.67336      28.89818 72
## Kyle Long                   86.80661      81.97927 88
## Ben Garland                 39.26339      42.97914 69
## Jared Smith                 50.72522      31.67705 72
## Clint Boling                72.32462      78.46627 84
## Todd Herremans              58.09945      52.45223 78
## Zack Martin                 90.02840      90.82806 92
## Andy Levitre                71.27141      74.86014 82
## Senio Kelemete              44.70025      38.84515 71
## Anthony Steen               24.61161      24.94808 65
## Spencer Long                37.99920      30.47815 71
## Austin Shepherd             20.80608      27.29267 62
## Billy Turner                53.42675      59.73119 75
## James Carpenter             68.67598      63.37303 80
## A.J. Cann                   39.52702      49.34237 73
## Brandon Linder              78.92891      80.59121 87
## Brian Winters               36.56640      38.51606 69
## Chris Chester               74.21744      66.71396 83
## Hugh Thornton               62.22537      54.38842 76
## Dakota Dozier               34.40960      39.01567 69
## John Urschel                62.48392      67.76240 78
## Michael Ola                 47.80914      52.19733 74
## Lane Taylor                 26.29375      31.99865 66
## Earl Watford                55.52482      58.50847 74
## Dallas Thomas               50.20042      49.32322 72
## Jah Reid                    47.50724      55.87637 74
## Richie Incognito            61.36800      50.69328 79